Name: Data Engineering - CPD Certified
Price: 100 GBP
Availability: InStock

Demand for data analysts, data scientists and data engineers tripled over the past five years, rising 231%. That's much faster than job postings overall in the UK, which grew 36%. Hence, the demand for skilled data analysts has skyrocketed in the UK and worldwide! On average, salaries for these data analysts' roles are £64,376 and keep rising.
With a broader overview of the data analyst's responsibility, data chart, and presentation tools, the bundle describes how to filter, improve and handle data to present various information. You'll learn process management, how to analyse data and how to make vital business decisions. The data analyst bundle will buckle you up to perform simple to complex business analysis tasks effectively and efficiently.
Furthermore, the data analyst course accentuates developing your programming skills for a data analyst, such as Python, SQL, and R. What's more? Besides strengthening Microsoft Excel skills for a data analyst, you can improve your expertise in Tableau, Google Data Studio and business analysis ability from this Data Analyst (Data Analytics) Bundle course. Hence, you can be an efficient data analyst and a competent candidate for a challenging position.
Learning Outcomes of Data Analyst (Data Analytics)
Upon completion of the Data Analyst (Data Analytics) program, you will have acquired:
Acquire a big-picture understanding of the data analyst role
Fundamentals of data analysis (data analysis), including process management, tools for data analysis, various charts
Ability to conduct thorough research and turn raw data into presentable information
Perform many data operations in Python's famous "pandas" library, including grouping, pivoting, joining and more!
Learn about NLP, Machine Learning (ML), data visualisation using Matplotlib, Seaborn and much more
Knowledge of all the essential SQL commands and become proficient in SQL tools like GROUP BY, JOINS, and Subqueries
Become competent in using sorting and filtering commands in SQL
Learn general cloud computing concepts and gain a solid understanding of the fundamental systems on which the cloud is based
Learn how to use the R programming language for data science, machine learning, and data visualisation
Learn data analytics with Tableau, business intelligence and data mining masterclass, basic Google Data studio
This Data Analyst (Data Analytics) Bundle Consists of the following Premium courses:
Course 01: Introduction to Data Analysis
Course 02: Python for Data Analysis
Course 03: SQL Programming Masterclass
Course 04: Data Science & Machine Learning with R
Course 05: Data Analytics with Tableau
Course 06: Basic Google Data Studio
Course 07: Business Intelligence and Data Mining Masterclass
Course 08: Business Analysis Level 3
Course 09: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query
Course 10: Cloud Computing / CompTIA Cloud+ (CV0-002)
Course 11: GDPR Data Protection Level 5
Course 12: ChatGPT Crash Course
Upon finishing this 12-course Data Analyst (Data Analytics) bundle, you will acquire the necessary skills for a thriving career in this rapidly expanding industry. Waste no more time - enrol today and commence your path towards a promising future!
The Curriculum of the Data Analyst Bundle:
Course 1: Introduction to Data Analysis
Introduction
Agenda and Principles of Process Management
The Voice of the Process
Working as One Team for Improvement
Exercise: The Voice of the Customer
Tools for Data Analysis
The Pareto Chart
The Histogram
The Run Chart
Exercise: Presenting Performance Data
Understanding Variation
The Control Chart
Control Chart Example
Control Chart Special Cases
Interpreting the Control Chart
Control Chart Exercise
Strategies to Deal with Variation
Using Data to Drive Improvement
A Structure for Performance Measurement
Exercise
Course Project
Test your Understanding
Course 2: Python for Data Analysis
Welcome, Course Introduction & overview, and
Environment set-up
Python Essentials
Python for Data Analysis using NumPy
Python for Data Analysis using Pandas
Python for Data Visualization using mat plotlib
Python for Data Visualization using Seaborn
Python for Data Visualization using pandas
Python for interactive & geographical plotting using Plotly
and Cufflinks
Capstone Project - Python for Data Analysis &
Visualisation
Python for Machine Learning (ML) - sci-kit-learn - Linear
Regression Model
Python for Machine Learning - scikit-learn - Logistic
Regression Model
Python for Machine Learning - scikit-learn - K Nearest
Neighbours
Python for Machine Learning - scikit-learn - Decision Tree
and Random Forests
Python for Machine Learning - scikit-learn -Support Vector
Machines (SVMs)
Python for Machine Learning - scikit-learn - K Means
Clustering
Python for Machine Learning - scikit-learn - Principal
Component Analysis (PCA)
Recommender Systems with Python - (Additional Topic)
Python for Natural Language Processing (NLP) - NLTK -
(Additional Topic)
Course 3: SQL Programming Masterclass
Introduction
Setting up Course Tools
Browsing & Filtering Data
Filter Data with AND, OR, NOT Operators
Math Operations
String Concatenation
Tidy Up Your Results: Sorting, Alias Names, Limit
Records
NULL, DISTINCT & CASE Statements
Functions in SQL: Multiple-Row Functions
Functions in SQL: Single-Row Functions
Nested Queries
Casting & Data Conversion
Combination Relationships
Joins in SQL
Data Manipulation (DML)
SQL Data Definition Language (DDL)
Course 4: Data Science & Machine Learning with R
Data Science and Machine Learning Course Intro
Data Types and Structures in R
Data Types and Structures in R
Intermediate R
Data Manipulation in R
Data Visualisation in R
Creating Reports with R Markdown
Building WebApps with R Shiny
Introduction to Machine Learning
Starting A Career in Data Science
Course 5: Data Analytics with Tableau
Introduction to the Course
Project 1: Discount Mart (Sales and Profit Analytics)
Project 2: Green Destinations (HR Analytics)
Project 3: Superstore (Sales Agent Tracker)
Northwind Trade (Shipping Analytics)
Project 5: Tesla (Stock Price Analytics)
Bonus: Introduction to Database Concepts
Tableau Stories
Course 6: Basic Google Data Studio
Introduction to GDS
Data Visualisation
Geo-visualisation
A Socio-Economic Case Study
Course 7: Business Intelligence and Data Mining Masterclass
What is Business Intelligence?
Starting Case in understanding BI needs in diff phases
of business
Decision-Making Process and Need for IT Systems
Problem Structure and Decision Support System
Introduction to BI Applications
Dashboard presentation systems
Different Types of Charts used in 131 Dashboards
Good Dashboard and BSC
Examples of Bad Dashboards
Process of KPI Development
Overview of Data Warehouse
More explanation of the data warehouse and steps in
processing
Data Warehouse Architecture -Tiers
Data Warehouse - components
Approach to developing data structure and Models of
database
Basics of Data Mining - Meaning
Basics of Data Mining - Stages of DM
Data Mining Technique - Classification
Data mining - Clustering
Data Mining - Association Rules
Data Mining Applications - Banking
Data Mining Applications - CRM
Data Mining Applications - other industries
Course 8: Business Analysis Level 3
Introduction to Business Analysis
Business Processes
Business Analysis Planning and Monitoring
Strategic Analysis and Product Scope
Solution Evaluation
Investigation Techniques
Ratio Analysis
Stakeholder Analysis & Management
Process Improvement with Gap Analysis
Documenting & Managing Requirements
Career Prospect as a Business Analyst in the UK
Course 9: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query
Introduction
Prepaid Expenses Models: Resources Download
Accounting for Prepaid Expenses
Excel Formulas Detailed: Introduction to three Excel
Models
Formula-Based Prepaid Expenses Model
Calculate Prepaid Expenses Amortisation from Exact
Start Date
Prepaid Expenses Summary with Power Query & Pivot
Table
Advanced VBA Prepaid Expenses Amortisation Model
BONUS: Dynamic Dashboard for Divisional Profit &
Loss statements: Easy Way
Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic
Course 10: Cloud Computing CompTIA Cloud+ (CV0-002)
What You Need to Know
Introducing the Cloud
System Requirements for Cloud Deployments
Cloud Storage
Cloud Compute
Cloud Networking
Cloud Security
Migrating to the Cloud
Maintaining Cloud Solutions
Troubleshooting Cloud Solutions
Course 11: GDPR Data Protection
GDPR Basics
GDPR Explained
Lawful Basis for Preparation
Rights and Breaches
Course 12: ChatGPT Crash Course
Sign up for an OpenAI Account
What can ChatGPT do for you?
ChatGPT for Business
ChatGPT for Teaching
ChatGPT for Research
Limitations of ChatGPT
Additional Videos
 CPD 
130 CPD hours/points  Accredited by CPD Quality Standards
 Who is this course for? 
Anyone from any background can enrol in this Data Analyst (Data Analytics) bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this Data Analyst (Data Analytics) bundle course. Students can take this course to gather professional knowledge besides their studies or for the future. 
Aspiring data analysts
Business analyst professionals who want to improve their skills
Anyone who desires to develop their data analysis skills
 
 Career path 
This Data Analyst (Data Analytics) Bundle is ideal for those who want to take their development to the next level and fast-track their career in any of the following roles:
Data Analyst: £30,000 - £50,000
Senior Data Analyst: £50,000 - £70,000
Data Scientist: £70,000 - £100,000
Business Intelligence Manager: £60,000 - £80,000
Machine Learning Engineer: £60,000 - £90,000
 Certificates 
Certificate of Completion
Digital certificate - Included
PDF certificate - Free (Previously, it was £6*12 = £72)
Certificate of Completion
Hard Copy certificate - Included
Hard Copy Certificate - Free (For The Title Course: Previously, it was £10)
Other Hard Copy certificates are available for £10 each
Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Apex Learning

Google Data Studio

GDPR

Data Mining

Tableau

Business Intelligence (BI)

Python

ChatGPT

12 in 1 Career Guided Programme | Python, Data Science, ML, Tableau, SQL Programming, Data Mining, Business Analysis | 130 CPD Points | Tutor Support | Lifetime Access

Data Analyst (Data Analytics) Diploma - CPD Certified

General Admission

Packt

Data Visualization

Data Storytelling

Data Analysis

This beginner-friendly course takes us on a journey into data visualization. You will learn to transform raw data into stunning visuals using Matplotlib, Seaborn, and Plotly. From charts to dynamic heatmaps, we will master the essentials. Fuel your curiosity, enhance your skills, and communicate insights effectively to become a Python data visualization pro!

Python for Data Visualization - A Beginner's Guide

<p>Get ready for an exceptional online learning experience with the <strong>Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst </strong>bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations.</p><p>The Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst is a dynamic package, that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the<strong> Data Analysis </strong>package has something for everyone.</p><p>As part of the Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Data Analysis bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth!</p><p><strong>This bundle comprises the following courses:</strong></p><p><strong>CPD Quality Standards</strong><strong> Courses:</strong></p><ol><li><strong>Big Data Analytics with PySpark Power BI and MongoDB</strong></li><li><strong>Big Data Analytics with PySpark Tableau Desktop and MongoDB</strong></li><li><strong>Building Big Data Pipelines with PySpark MongoDB and Bokeh</strong></li><li><strong>Develop Big Data Pipelines with R &amp; Sparklyr &amp; Tableau</strong></li><li><strong>Develop Big Data Pipelines with R, Sparklyr &amp; Power BI</strong></li><li><strong>Learn Python, JavaScript, and Microsoft SQL for Data Science</strong></li><li><strong>SQL for Data Science, Data Analytics, and Data Visualization</strong></li><li><strong>Excel Data Analysis</strong></li><li><strong>Introduction to Data Analytics with Tableau</strong></li><li><strong>Business and Data Analytics for Beginners</strong></li><li><strong>Google Data Studio: Data Analytics </strong></li><li><strong>Basic Data Analysis</strong></li><li><strong>FinTech</strong></li></ol><p><strong>Learning Outcome:</strong></p><ul><li>Gain comprehensive insights into multiple fields.</li><li>Foster critical thinking and problem-solving skills across various disciplines.</li><li>Understand industry trends and best practices through the<strong> Data Analysis</strong> Bundle.</li><li>Develop practical skills applicable to real-world situations.</li><li>Enhance personal and professional growth with <strong>Data Analysis.</strong></li><li>Build a strong knowledge base in your chosen course via <strong>Data Analysis</strong>.</li><li>Benefit from the flexibility and convenience of online learning.</li><li>With the <strong>Data Analysis</strong> package, validate your learning with a CPD certificate.</li></ul><p>Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development.</p><p>Embrace the future of learning with the Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst, a rich anthology of 15 diverse courses. Each course in the <strong>Data Analysis</strong> bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisBig Data Analysis, Data Science, Fintech &amp; Python for Data Analyst bundle will take you on a unique and enriching educational journey.</p><p>The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst bundle offers you the flexibility and convenience to learn at your own pace. Make the Data Analysis package your trusted companion in your lifelong learning journey.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        35 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>The <strong>Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst</strong> bundle is perfect for:</p><ul><li>Lifelong learners looking to expand their knowledge and skills.</li><li>Professionals seeking to enhance their career with CPD certification.</li><li>Individuals wanting to explore new fields and disciplines.</li><li>Anyone who values flexible, self-paced learning from the comfort of home.</li></ul>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Unleash your potential with the <strong>Big Data Analysis, Data Science, Fintech &amp; Python for Data Analyst </strong>bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the <strong>Data Analysis </strong>bundle package.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate Of Completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>Certificate Of Completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p><strong>You will get a complimentary Hard Copy Certificate.</strong></p></div>

                        </div>

NextGen Learning

Business Analytics & Intelligence

Big Data Analytics

Data Science

Data Skills

Data Analyst

Continuous Professional Development (CPD)

Big Data Analysis, Data Science, Fintech & Python for Data Analyst

<p>In the fast-evolving landscape of UK DevOps engineering, the demand for skilled professionals has reached unprecedented levels. Recent challenges in the industry underscore the need for adept DevOps Engineers who seamlessly integrate web development, programming, and Linux proficiency. Our CPD Certified DevOps Engineer course is meticulously crafted to address these demands, offering a comprehensive journey through web development, Linux mastery, and specialised programming languages. Embrace a transformative learning experience that not only equips you with essential technical skills but also positions you at the forefront of the DevOps revolution in the UK.</p><p><strong>This DevOps Engineer - CPD Certified Bundle Consists of the following Premium courses:</strong></p><ul><li>Course 01: Complete Web Development</li><li>Course 02: Linux for Cloud and DevOps Engineers</li><li>Course 03: Computer Programming Specialist Certificate</li><li>Course 04: Basic C# Coding</li><li>Course 05: C# Basics</li><li>Course 06: JavaScript Functions</li><li>Course 07: PHP Web Development with MySQL; GitHub &amp; Heroku</li><li>Course 08: ASP.Net MVC and Entity Framework Course</li><li>Course 09: Learn Spring &amp; Angular Material with a Full Web Application</li><li>Course 10: Build Progressive Web Apps with Angular</li><li>Course 11: Computer Science with Python Course</li><li>Course 12: JavaScript Foundations for Everyone</li><li>Course 13: Learn to Code HTML, CSS &amp; Javascript</li><li>Course 14: Asynchronous JavaScript Basics</li><li>Course 15: Node JS: API Development with Swagger Interface Description Language</li><li>Course 16: Mobile and Web Development with Ionic &amp; Angular JS</li><li>Course 17: Coding Essentials - Javascript, ASP. Net, C# - Bonus HTML</li><li>Course 18: Basics of WordPress: Create Unlimited Websites</li><li>Course 19: Master JavaScript with Data Visualization</li><li>Course 20: Web Applications for Specialisation on Development</li></ul><p><strong>10 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques-</strong></p><ul><li>Course 01: Effective Communication Skills Diploma</li><li>Course 02: Business Networking Skills</li><li>Course 03: Influencing and Negotiation Skills</li><li>Course 04: Delegation Skills Training</li><li>Course 05: Time Management</li><li>Course 06: Leadership Skills Training</li><li>Course 07: Decision Making and Critical Thinking Online Course</li><li>Course 08: Emotional Intelligence and Social Management Diploma</li><li>Course 09: Assertiveness Skills</li><li>Course 10: Touch Typing Complete Training Diploma</li></ul><p><strong>Learning Outcomes:</strong></p><p>Upon completion of this DevOps Engineer - CPD Certified bundle, you should be able to:</p><ul><li>Proficiency in complete web development and Linux for DevOps.</li><li>Mastery in C# coding, ASP.Net MVC, and Entity Framework.</li><li>Fluency in JavaScript, including advanced functions and asynchronous basics.</li><li>Competence in mobile and web development with Ionic &amp; Angular JS.</li><li>Expertise in Python for computer science and data visualisation.</li><li>Ability to create unlimited websites using WordPress and JavaScript.</li></ul> <p>As you embark on this CPD-certified journey, you'll unravel the intricacies of complete web development fortified by Linux expertise. From mastering C# and JavaScript to delving into the realms of ASP.Net MVC and Entity Framework, this course ensures a holistic understanding of the technologies shaping the industry. Elevate your capabilities by building progressive web apps, exploring Python in computer science, and conquering the nuances of mobile and web development with Ionic &amp; Angular JS. Join us to unlock the keys to success in the world of DevOps engineering, making an impact that echoes throughout the UK tech industry.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <ul><li>Individuals aspiring to become DevOps Engineers.</li><li>Web developers looking to enhance their Linux proficiency.</li><li>Programmers seeking expertise in C# and JavaScript.</li><li>Tech enthusiasts interested in ASP.Net MVC and Entity Framework.</li><li>Those wanting to excel in mobile and web development.</li><li>Individuals keen on mastering Python for data visualisation.</li></ul><p><strong>Please Note</strong>: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses.</p>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>To participate in this <strong>DevOps Engineer </strong>course, all you need is -</p><ul><li>A smart device</li><li>A secure internet connection</li><li>And a keen interest in DevOps Engineer</li><li>AWS Certified DevOps Engineer - Professional</li></ul>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <ul><li><strong>Web Developer</strong>: •40,000 - •60,000</li><li><strong>DevOps Engineer</strong>: •45,000 - •70,000</li><li><strong>Full-Stack Developer</strong>: •50,000 - •75,000</li><li><strong>Software Engineer</strong>: •45,000 - •65,000</li><li><strong>JavaScript Developer</strong>: •40,000 - •60,000</li><li><strong>Systems Administrator</strong>: •35,000 - •55,000</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div><ul><li>CPD Accredited e-Certificate - Free</li><li>CPD Accredited Hardcopy Certificate - Free</li><li>Enrolment Letter - Free</li><li>Student ID Card - Free</li></ul></div>

                        </div>

Studyhub UK

DevOps

IT Certifications

AWS Certified Developer

AWS Certified Cloud Practitioner

Trainers Course

DevOps Engineer Diploma - CPD Certified

<p><strong>Transform Your Career with Our IT: Data Analysis, Data Science &amp; Data Protection Program - an all-in-one Program Designed for Mastery!</strong></p><p>Do you know the demand for IT professionals with expertise in data science is skyrocketing? This Ultimate IT: Data Analysis, Data Science &amp; Data Protection Program is your gateway to a thriving career in this dynamic industry. This program is meticulously designed to equip you with the knowledge and skills demanded by hiring managers across various sectors. By enrolling in this IT: Data Analysis, Data Science &amp; Data Protection program, you'll embark on a journey that opens doors to exciting opportunities and empowers you to shape your future in the IT industry.</p><p>Our IT: Data Analysis, Data Science &amp; Data Protection program will give you a comprehensive understanding of data analysis, from data collection and preparation to data visualisation and communication. You will be equipped with the necessary skills and guidance to uncover insights from data, solve real-world problems, and make informed decisions. Also, you will discover the ethical and legal implications of data handling, how to protect sensitive information &amp; develop a career in this sector.</p><p>Moreover, we're your dedicated partners on this exciting journey. Our goal isn't just to teach you; it's to <strong>support you 24/7</strong> so you can get closer to your <strong>dream job</strong>. We're so confident with our program that we offer a <strong>100% money-back guarantee</strong>, ensuring your complete satisfaction.</p><p><strong>Learning Outcomes</strong></p><p>By completing this IT: Data Analysis, Data Science &amp; Data Protection program, you will gain expertise in the following:</p><ul><li>Data analysis techniques and methodologies.</li><li>Python programming for data analysis.</li><li>Business intelligence and data mining.</li><li>Advanced Excel techniques, including VBA and Power Query.</li><li>SQL programming and big data technologies.</li><li>Data Science &amp; Data Protection, Machine Learning with Python and R.</li><li>Data visualisation with tools like Tableau and Power BI.</li><li>Statistics and probability for data science.</li><li>Effective career development and job-seeking skills.</li><li>Design an engaging resume and excel in the job search.</li><li>Succeed in interviews, including video interviews.</li><li>Build a strong LinkedIn profile to connect with professionals and enhance your online visibility in IT: Data Analysis- Data Science &amp; Data Protection field.</li></ul><p><strong>Courses Included in the Program</strong></p><p>You get <strong>25 in-demand courses</strong> once you enrol in our IT: Data Analysis, Data Science &amp; Data Protection program.</p><ul><li><strong>=&gt; Course 01:</strong> Introduction to Data Analysis</li><li><strong>=&gt; Course 02:</strong> Data Analytics</li><li><strong>=&gt; Course 03:</strong> Python for Data Analysis</li><li><strong>=&gt; Course 04:</strong> Basic Google Data Studio</li><li><strong>=&gt; Course 05:</strong> Business Intelligence and Data Mining Masterclass</li><li><strong>=&gt; Course 06:</strong> Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query</li><li><strong>=&gt; Course 07:</strong> SQL Programming Masterclass</li><li><strong>=&gt; Course 08:</strong> SQL NoSQL Big Data and Hadoop</li><li><strong>=&gt; Course 09:</strong> Data Science &amp; Machine Learning with Python</li><li><strong>=&gt; Course 10:</strong> Machine Learning with Python</li><li><strong>=&gt; Course 11:</strong> Data Science &amp; Machine Learning with R</li><li><strong>=&gt; Course 12:</strong> Data Analytics with Tableau</li><li><strong>=&gt; Course 13:</strong> Develop Big Data Pipelines with R &amp; Sparklyr &amp; Tableau</li><li><strong>=&gt; Course 14:</strong> Complete Introduction to Business Data Analysis Level 3</li><li><strong>=&gt; Course 15:</strong> Data Analysis in Microsoft Excel Complete Training</li><li><strong>=&gt; Course 16:</strong> Excel Data Analysis for Beginner</li><li><strong>=&gt; Course 17:</strong> GDPR Data Protection Level 5</li><li><strong>=&gt; Course 18: </strong>Master JavaScript with Data Visualization</li><li><strong>=&gt; Course 19:</strong> Data Visualization and Reporting with Power BI</li><li><strong>=&gt; Course 20:</strong> Statistics &amp; Probability for Data Science &amp; Machine Learning</li><li><strong>=&gt; Course 21:</strong> Career Development Plan Fundamentals</li><li><strong>=&gt; Course 22:</strong> CV Writing and Job Searching</li><li><strong>=&gt; Course 23:</strong> Interview Skills: Ace the Interview</li><li><strong>=&gt; Course 24:</strong> Video Job Interview for Job Seekers</li><li><strong>=&gt; Course 25:</strong> How to Create a Professional LinkedIn Profile</li></ul><p>Enrol in our highly regarded IT: Data Analysis, Data Science &amp; Data Protection program, featuring a <strong>job-relevant curriculum</strong> that ensures your skills <strong>align with employer expectations</strong> across various sectors. Don't miss this opportunity - your success story starts now!</p><p>Our IT: Data Analysis, Data Science &amp; Data Protection Program is a comprehensive and industry-relevant journey through data analysis, data science, and IT analytics. With a focus on providing theoretical knowledge and academic depth, this program is your gateway to a promising career in IT: Data Analysis, Data Science &amp; Data Protection sector.</p><p><strong>Why Choose Us?</strong></p><p>We take great pride in offering you a great learning experience that stands out. When you consider enrolling in our IT: Data Analysis, Data Science &amp; Data Protection program, you're making a decision that will positively impact your career and knowledge in various aspects related to IT: Data Analysis, Data Science &amp; Data Protection. Here's why choosing us is a smart choice:</p><p><strong>Updated Materials: </strong>We're committed to providing the most up-to-date learning materials. Our dedicated team continuously reviews and updates our content, ensuring you're always learning from the latest sources. When you choose us, you select the most current and relevant information, giving you the edge in your IT career.</p><p><strong>Flexible Timing: </strong>We understand that life can get busy, and you may have existing commitments that can make pursuing further education challenging. That's why we offer flexibility in your study schedule. With our courses, you can learn at your own pace, on your terms. You're in control and can adjust your learning to fit your life.</p><p><strong>No Hidden Cost: </strong>When choosing our program, you won't incur additional expenses. The certification and course materials are all-inclusive within the program's price. You can focus on your studies without worrying about hidden fees.</p><p><strong>Money-Back Guarantee: </strong>Your satisfaction is our top priority. We're so confident in the quality of our courses that we back them up with a <strong>14-day </strong>money-back guarantee. We'll refund your investment if you're unsatisfied with your learning experience.</p><p><strong>Lifetime Access: </strong>When you choose to learn with us, you gain access to a course and a lifetime of knowledge. We offer lifetime access to our course materials, allowing you to revisit and refresh your knowledge whenever you need.</p><p><strong>24/7 Support: </strong>Learning doesn't just happen during traditional working hours; neither should support. Our commitment to your success extends beyond the classroom. We provide 24/7 support, so you can contact us with your questions and concerns anytime.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        250 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This IT: Data Analysis, Data Science &amp; Data Protection program is suitable for:</p><ul><li>Aspiring IT: Data Analysis, Data Science &amp; Data Protection professionals.</li><li>Students and recent graduates looking to enter the field.</li><li>Career changers interested in data analytics.</li><li>Security professionals seeking to upskill in data security.</li><li>Anyone interested in learning about IT: Data Analysis, Data Science &amp; Data Protection.</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>No prior experience is required in our IT: Data Analysis, Data Science &amp; Data Protection program.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Upon completing the program, you'll get edges in various IT: Data Analysis, data science &amp; data protection-related jobs including:</p><ul><li><strong>Data Analyst:</strong> £25,000 - £45,000</li><li><strong>Business Intelligence Analyst:</strong> £30,000 - £50,000</li><li><strong>Data Scientist:</strong> £35,000 - £60,000</li><li><strong>Machine Learning Engineer:</strong> £40,000 - £70,000</li><li><strong>SQL Developer:</strong> £30,000 - £55,000</li><li><strong>Tableau Developer:</strong> £35,000 - £60,000</li><li><strong>Power BI Developer:</strong> £35,000 - £60,000</li></ul>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited (e-Certificate)</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited (Hard Copy Certificate)</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
        <h4>e-Transcript</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>Hard Copy Transcript</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
        <h4>Student ID Card</h4>
        <p>
            Digital certificate -
            Included
        </p>

                        </div>

Master IT: Data Analysis, Data Science & Data Protection Career Based Job Focused Program

<strong>Step into the world of data analysis and gain practical experience analyzing real-world datasets with the help of this course. This course will not only guide you in analyzing data efficiently in Python from scratch but also help you in conducting your own analysis with Python and extracting valuable insights that can transform your business!</strong>
        <p>Data analysis is a critical skill and is getting more popular. Nowadays, every organization has some data. Data could be extremely useful, but not without appropriate analysis. Data analysis enables us to transform data into insights for businesses to make informative decisions.

You can find data analysis being used in every industry, be it healthcare, finance, or technology. Python is one of the most in-demand skills for data science by employers. It is not only easy to learn but also powerful.

The course follows the approach of rather than dumping all the available Python libraries or functions to you, we picked only the most useful ones based on our industry experience to cover in the course. This allows you to focus and master the foundations. Besides Python programming, you will also get exposed to the basic statistical knowledge necessary for data analysis. Combined with detailed video lectures, you will be given a few projects to work on to reinforce your knowledge.

By the end of the course, you will have a solid foundation of data analysis, and be able to use Python for the complete process.

All resources and code files are placed here: https://github.com/PacktPublishing/Python-for-Data-Analysis-step-by-step-with-projects-</p>
        <h2>What You Will Learn</h2><p>Learn to use Python for data analysis<br>Explore Python data analysis libraries (Pandas, Scikit-learn, Seaborn)<br>Learn about time data series in Python<br>Create data visualizations in Python<br>Learn to calculate summary statistics<br>Learn how to clean, manipulate, and transform data</p>
        <h2>Audience</h2><p>This course is helpful for anyone interested in analyzing data effectively. You want to become a data analyst or a data scientist, or you just want the skills to work on your projects.<br><br>This course is beginner friendly. However, we recommend you have some basic knowledge of Python or at least another programming language.</p>
        <h2>Approach</h2><p>This course offers 10 hours of HD video lectures, detailed code notebooks, and 3 guided practice projects, based on multiple real-world datasets.</p>
        <h2>Key Features</h2><p>Experience analyzing real-world datasets in lectures and guided projects * The course is arranged in different sections based on the step-by-step process of REAL data analysis * Get exposed to basic statistical knowledge necessary for data analysis</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Python-for-Data-Analysis-step-by-step-with-projects-</p>
        <h2>About the Author</h2><h3>Just Into Data</h3><p>Just Into Data is the brainchild of Justin and Lianne. Justin is an experienced data scientist in many different fields, such as marketing, anti-money laundering, and big data technologies. He also has a bachelor's degree in computer engineering and a master's degree in statistics.

Lianne is an experienced statistician who has worked in the central bank as well as commercial banks, where she monitored major financial institutions and conducted fraud analysis. She has both a bachelor's and a master's degree in statistics.</p>
        <h2>Course Outline</h2><h4>1. Let's get started!</h4><p></p><br><h4>2. Python crash course (optional)</h4><p></p><br><h4>3. Importing data</h4><p></p><br><h4>4. Exploring data (manipulation)</h4><p></p><br><h4>5. Capstone practice project I</h4><p></p><br><h4>6. Cleaning data</h4><p></p><br><h4>7. Transforming columns/features</h4><p></p><br><h4>8. Capstone practice project II</h4><p></p><br><h4>9. Exploring data (Exploratory Data Analysis)</h4><p></p><br><h4>10. Capstone practice project III</h4><p></p><br><h4>11. Bonus section: congrats and thank you!</h4><p></p>

Pandas

Step into the world of data analysis and gain practical experience analyzing real-world datasets with the help of this course. This course will not only guide you in analyzing data efficiently in Python from scratch but also help you in conducting your own analysis with Python and extracting valuable insights that can transform your business!

Python for Data Analysis: Step-By-Step with Projects

Skill Up

Online Course Creation

Career Development

IT Skills

Flat Discount: 52% OFF! QLS Endorsed| 40 Courses Diploma| 400 CPD Points| Free PDF+Transcript Certificate| Lifetime Access


Level 7 Data Science & Machine Learning (Python, R, SQL & Microsoft Azure) - - QLS Endorsed


<p><strong>***24 Hour Limited Time Flash Sale***<br /><br /></strong><strong> Coding (C++, Python &amp; JavaScript) Admission Gifts <br /><br /></strong><strong> FREE PDF &amp; Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter</strong></p><p>Do you dream of building websites, creating games, or analysing data? In the UK, the digital sector is booming, with over <strong>2 million tech jobs</strong> and a projected growth of <strong>3%</strong> per year. If you're ready to join the wave, this <strong>Coding Bundle</strong> is your launchpad! Whether you're a complete beginner or have some experience, this comprehensive coding programme equips you with the in-demand skills to thrive in the digital world.</p><p>This <strong>Coding (C++, Python &amp; JavaScript)</strong> bundle offers a structured learning journey across three powerhouse languages: JavaScript, C++, and Python. Learn the fundamentals with beginner-friendly coding courses, then focus on advanced concepts like web application security, game development, data visualisation, and machine learning.</p><p><strong>But that's not all. When you enrol in Coding (C++, Python &amp; JavaScript) Online Training, you'll receive 25 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free.</strong></p><p><strong>Courses Are Included In this Coding (C++, Python &amp; JavaScript) Career Bundle:</strong></p><ul><li><strong>Course 01: </strong>Coding Essentials - Javascript, ASP. Net, C# - Bonus HTML</li><li><strong>Course 02: </strong>C++ Programming for Absolute Beginners</li><li><strong>Course 03: </strong>C++ Development: The Complete Coding Guide</li><li><strong>Course 04: </strong>Game Development using Cocos2d-x v3 C++</li><li><strong>Course 05: </strong>Tic-Tac-Toe Clone - The Complete Cocos2d-x C++ Game Course</li><li><strong>Course 06: </strong>Flappy Bird Clone: SFML C++ Game</li><li><strong>Course 07: </strong>Secure Programming of Web Applications</li><li><strong>Course 08: </strong>Python Basic Programming for Absolute Beginners</li><li><strong>Course 09: </strong>Python Programming Bible</li><li><strong>Course 10: </strong>Python Masterclass: Advanced Diploma</li><li><strong>Course 11: </strong>Machine Learning with Python Course</li><li><strong>Course 12: </strong>Python Programming from Scratch with My SQL Database</li><li><strong>Course 13: </strong>JavaScript Foundations for Everyone</li><li><strong>Course 14: </strong>JavaScript Advanced Training</li><li><strong>Course 15: </strong>Master JavaScript with Data Visualization</li><li><strong>Course 16: </strong>JavaScript Project Development - Creating Web Apps</li><li><strong>Course 17: </strong>Understanding Data Protection and Data Security</li><li><strong>Course 18: </strong>Computer Networks Security from Scratch to Advanced</li><li><strong>Course 19: </strong>Essential IT Skills Level 2</li><li><strong>Course 20: </strong>IT Support Technician</li><li><strong>Course 21: </strong>Functional Skills IT</li><li><strong>Course 22: </strong>Basics of Network Security</li><li><strong>Course 23: </strong>IT: Ethical Hacking &amp; IT Security</li><li><strong>Course 24: </strong>Learning Computers and Internet</li><li><strong>Course 25: </strong>Internet of Things</li></ul><p>With Coding (C++, Python &amp; JavaScript), you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner.</p><p><strong>Learning Outcomes of this Bundle</strong></p><ul><li>Grasp core coding principles in JavaScript, Python, and C++.</li><li>Build functional web applications using ASP.Net and JavaScript.</li><li>Develop engaging games with Cocos2d-x and SFML.</li><li>Leverage Python for data analysis and machine learning.</li><li>Implement secure coding practices for web applications.</li><li>Confidently navigate the vast world of coding with expert guidance.</li></ul><p>Don't let coding skills hold you back from your dream career. <strong>Enrol in Coding (C++, Python &amp; JavaScript) today</strong> and take the first step towards achieving your goals and dreams.</p><p><strong>Why buy this Coding (C++, Python &amp; JavaScript)?</strong></p><ul><li><strong>Free CPD Accredited Certificate</strong> upon completion of this Bundle</li><li>Get <strong>a free student ID card</strong> with this Bundle</li><li><strong>Lifetime access</strong> to the course materials</li><li>Get instant access to this Bundle course</li><li>Learn from anywhere in the world</li><li>24/7 tutor support with this Bundle course.</li></ul> <p><strong>Start your learning journey straightaway with our Coding (C++, Python &amp; JavaScript) Training!</strong></p><p>Coding (C++, Python &amp; JavaScript) premium bundle consists of 25 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Coding (C++, Python &amp; JavaScript) is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience.</p><p><strong>Certification of Coding (C++, Python &amp; JavaScript)<br /></strong></p><p>You have to complete the assignment given at the end of the Coding (C++, Python &amp; JavaScript) course. After passing the Coding (C++, Python &amp; JavaScript) exam You will be entitled to claim a PDF &amp; Hardcopy certificate accredited by CPD Quality standards completely free.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        250 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This Coding (C++, Python &amp; JavaScript) course is ideal for:</p><ul><li>Students seeking mastery in Coding (C++, Python &amp; JavaScript)</li><li>Professionals seeking to enhance Coding (C++, Python &amp; JavaScript) skills</li><li>Individuals looking for a Coding (C++, Python &amp; JavaScript)-related career.</li><li>Anyone passionate about Coding (C++, Python &amp; JavaScript)</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This Coding (C++, Python &amp; JavaScript) doesn't require prior experience and is suitable for diverse learners.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This Coding (C++, Python &amp; JavaScript) bundle will allow you to kickstart or take your career in the related sector to the next stage.</p><ul><li>Web Developer</li><li>Data Analyst</li><li>Software Engineer</li><li>Game Developer</li><li>Machine Learning Engineer</li><li>Full-Stack Developer</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited Hard copy certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>If you are an <strong>international student</strong>, then you have to pay an additional <strong>10 GBP</strong> for each certificate as an international delivery charge.</p></div>

                        </div>

Academy for Health and Fitness

Online Course Marketing

Coding For Kids

Computer Programming

ICDL (International Certification of Digital Literacy)

Coding (C++, Python & JavaScript)

<p><strong>***24 Hour Limited Time Flash Sale***<br /><br /></strong><strong> Software and Web Development Admission Gifts <br /><br /></strong><strong> FREE PDF &amp; Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter</strong></p><p>How about launching your software engineering or web development career through comprehensive training across today's most in-demand programming languages? As technology reshapes industries across the UK, skilled coders are in short supply, with over <strong>300,000 developer roles needed by 2025. </strong>This Software and Web Development bundle equips you with the skills to join this exciting field, whether you're a complete beginner or looking to upskill.</p><p>Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Software and Web Development bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level.</p><p><strong>But that's not all. When you enrol in Software and Web Development Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free.</strong></p><p><strong>Courses Are Included In this Software and Web Development Career Bundle:</strong></p><ul><li><strong>Course 01: </strong>C++ Development: The Complete Coding Guide</li><li><strong>Course 02: </strong>Basic C# Coding</li><li><strong>Course 03: </strong>Computer Vision: C++ and OpenCV with GPU support</li><li><strong>Course 04: </strong>Python Basic Programming for Absolute Beginners</li><li><strong>Course 05: </strong>Python Programming for Everybody</li><li><strong>Course 06: </strong>Data Science with Python</li><li><strong>Course 07: </strong>Need Another ONE COURSE</li><li><strong>Course 08: </strong>Basic Asynchronous JavaScript</li><li><strong>Course 09: </strong>JavaScript Promises</li><li><strong>Course 10: </strong>Learn to Use Python for Spatial Analysis in ArcGIS</li><li><strong>Course 11: </strong>Higher Order Functions in Python - Level 03</li><li><strong>Course 12: </strong>Javascript Programming for Beginners</li><li><strong>Course 13: </strong>Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query</li><li><strong>Course 14: </strong>SQL Programming Masterclass</li><li><strong>Course 15: </strong>jQuery Masterclass Course: JavaScript and AJAX Coding Bible</li><li><strong>Course 16: </strong>SQL NoSQL Big Data and Hadoop</li><li><strong>Course 17: </strong>Root Cause Analysis</li><li><strong>Course 18: </strong>Business Intelligence and Data Mining Masterclass</li><li><strong>Course 19: </strong>JavaScript Foundations for Everyone</li><li><strong>Course 20: </strong>Microsoft SQL Server Development for Everyone</li><li><strong>Course 21: </strong>R Programming for Data Science</li><li><strong>Course 22: </strong>Data Analytics with Tableau</li><li><strong>Course 23: </strong>Intermediate Python Coding</li><li><strong>Course 24: </strong>Google Data Studio: Data Analytics</li><li><strong>Course 25: </strong>Introduction to Data Analysis</li><li><strong>Course 26: </strong>Level-3 Machine Learning Course with Python</li><li><strong>Course 27: </strong>Complete Google Analytics Course</li><li><strong>Course 28: </strong>JavaScript Functions</li><li><strong>Course 29: </strong>Quick Data Science Approach from Scratch</li><li><strong>Course 30: </strong>JavaScript Masterclass: ES6 Modern Development</li></ul><p>With Software and Web Development, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace.</p><p><strong>Learning Outcomes</strong></p><ul><li>Build robust applications and analyse data with confidence.</li><li>Uncover the secrets of image processing and analysis.</li><li>Craft interactive web experiences with JavaScript frameworks.</li><li>Utilise SQL and Python for data manipulation and visualisation.</li><li>Create dynamic dashboards with Excel formulas and VBA.</li><li>Understand the world of SQL, NoSQL, and Hadoop.</li></ul><p>Enrol in Software and Web Development today and take the first step towards achieving your goals and dreams.</p><p><strong>Why buy this Bundle?</strong></p><ul><li><strong>Free CPD Accredited Certificate</strong> upon completion of Software and Web Development</li><li>Get <strong>a free student ID card</strong> with Software and Web Development</li><li><strong>Lifetime access</strong> to the Software and Web Development course materials</li><li>Get instant access to this Software and Web Development course</li><li>Learn Software and Web Development from anywhere in the world</li><li>24/7 tutor support with the Software and Web Development course.</li></ul> <p><strong>Start your learning journey straightaway with our Software and Web Development Training!</strong></p><p>The software and Web Development premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Software and Web Development is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience.</p><p><strong>Certification</strong></p><p>You have to complete the assignment given at the end of the Software and Web Development course. After passing the Software and Web Development exam You will be entitled to claim a PDF &amp; Hardcopy certificate accredited by CPD Quality standards completely free.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This Software and Web Development course is ideal for:</p><ul><li>Students seeking mastery in Software and Web Development</li><li>Professionals seeking to enhance Software and Web Development skills</li><li>Individuals looking for a Software and Web Development-related career.</li><li>Anyone passionate about Software and Web Development</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This Software and Web Development doesn't require prior experience and is suitable for diverse learners.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This Software and Web Development bundle will allow you to kickstart or take your career in the related sector to the next stage.</p><ul><li>Software developer</li><li>Web developer</li><li>Data scientist</li><li>Database admin</li><li>Business analyst</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited Hard copy certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>If you are an <strong>international student</strong>, then you have to pay an additional <strong>10 GBP</strong> for each certificate as an international delivery charge.</p></div>

                        </div>

Learning & Development

Computing & Software Development Tools

Software Development

Software and Web Development (Online) - CPD Accredited

<p><strong>24 Hours Left! Don't Let Winter Sale Slip Away - Enrol Now!</strong></p><p><strong>With over 100,000 civil engineers in the UK, the demand for data-savvy professionals is high. According to a recent study, 72% of UK civil engineering firms are investing in data analytics to enhance decision-making processes, with data engineering experiencing a 40% year-on-year growth.</strong></p><p>This surge outpaces other tech sectors, highlighting the critical role of data engineers in big data and advanced analytics. This Data Engineering bundle empowers you to capitalise on this growing trend, equipping you with the proficiency to extract valuable insights from vast datasets, optimise project planning, and enhance overall efficiency.</p><p>Embark on a transformative journey with our Data Engineering Bundle, thoroughly crafted to bridge the skill gap in one of the UK's fastest-growing job markets. Our bundle offers a comprehensive exploration into the world of data, equipping you with the analytical prowess to harness, process, and visualise data effectively. From mastering SQL programming to delving into the complexities of machine learning with R, this bundle is your gateway to becoming a data engineering maestro.</p><p>In today's data-driven landscape, possessing a robust set of analytical skills is no longer a luxury but a necessity. With an emphasis on Data engineering, our courses are designed to foster a deep understanding of data analytics, visualisation, and mining, ensuring you can convert raw data into strategic insights that propel business decisions.</p><p>Seize the opportunity to be at the helm of innovation and become the architect of tomorrow's data landscape with our Data Engineering Bundle. Join us now!</p><p><strong>Courses are Included in This Data Engineering Bundle:</strong></p><ul><li><strong> Course 01: </strong>Introduction to Data Analysis</li><li><strong> Course 02: </strong>Data Science &amp; Machine Learning with R</li><li><strong> Course 03: </strong>Data Analytics with Tableau</li><li><strong> Course 04: </strong>SQL Programming Masterclass</li><li><strong> Course 05: </strong>Excel Pivot table for Data analytics</li><li><strong> Course 06: </strong>Data analytics with Excel</li><li><strong> Course 07: </strong>Python for Data Analysis</li><li><strong> Course 08: </strong>Basic Google Data Studio</li><li><strong> Course 09: </strong>Business Intelligence and Data Mining Masterclass</li><li><strong> Course 10: </strong>Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query</li><li><strong> Course 11: </strong>JavaScript Functions for Data Analyst</li><li><strong> Course 12: </strong>GDPR Data Protection Level 5</li><li><strong> Course 13: </strong>GDPR Training</li><li><strong> Course 14: </strong>Learn Programming with Python</li><li><strong> Course 15: </strong>Data Center Training Essentials: General Introduction</li><li><strong> Course 16: </strong>Quick Data Science Approach from Scratch</li><li><strong> Course 17: </strong>Statistics &amp; Probability for Data Science &amp; Machine Learning</li><li><strong> Course 18: </strong>Master JavaScript with Data Visualization</li><li><strong> Course 19: </strong>Excel Data Tools and Data Management</li><li><strong> Course 20: </strong>Cloud Computing Essentials for Data Analysis</li></ul><p><strong>Learning Outcomes of Data Engineering Bundle:</strong></p><ul><li>Gain proficiency in SQL for complex database management and analytics tasks.</li><li>Master R for data science and machine learning applications in various industries.</li><li>Develop advanced Excel skills, including data analytics and pivot table expertise.</li><li>Acquire hands-on experience with Tableau for effective data visualisation.</li><li>Learn Python programming essentials for data analysis and engineering solutions.</li><li>Understand Google Data Studio to create dynamic reports and dashboards.</li></ul><p><strong>Why Choose Our Data Engineering Course?</strong></p><ul><li>FREE Data Engineering certificate accredited</li><li>Get a free student ID card with Data Engineering Training</li><li>Get instant access to this Data Engineering course.</li><li>Learn Data Engineering from anywhere in the world</li><li>The Data Engineering is affordable and simple to understand</li><li>The Data Engineering is an entirely online, interactive lesson with voiceover audio</li><li>Lifetime access to the Data Engineering course materials</li><li>The Data Engineering comes with 24/7 tutor support</li></ul> <p><strong>Start your learning journey straightaway with our Data Engineering Bundle!</strong></p><p>This Data Engineering bundle will equip you with the skills and knowledge to become a data-savvy civil engineer. You will learn how to collect, analyze, and interpret data to improve infrastructure projects and processes. This Data Engineering bundle includes courses on data analysis, data science, machine learning, SQL programming, Excel pivot tables, Excel data analytics, Python for data analysis, Google Data Studio, business intelligence, data mining, GDPR data protection, JavaScript functions for data analysts, and Python programming.</p><p><strong>Assessment Process of Data Engineering</strong></p><p>Once you have completed all the courses in the Data Engineering bundle, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        200 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This Data Engineering bundle is suitable for everyone. Also, our Data Engineering Bundle is perfect for:</p><ul><li>Aspiring data engineers</li><li>Business intelligence analysts</li><li>Data-driven marketers</li><li>IT professionals</li><li>Statistics enthusiasts</li><li>Career changers</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You will not need any prior background or expertise in the Data Engineering Bundle.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This Data Engineering bundle will allow you to kickstart or take your career to the next stage in the related sector such as:</p><ul><li><strong>Data Analyst</strong></li><li><strong>BI Developer</strong></li><li><strong>ML Engineer</strong></li><li><strong>Data Scientist</strong></li><li><strong>Database Administrator</strong></li><li><strong>Data Strategist</strong></li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital Certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited Hard Copy Certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>If you are an <strong>international student</strong>, then you have to pay an additional <strong>10 GBP</strong> for each certificate as an international delivery charge.</p></div>

                        </div>

Data Engineering - CPD Certified

<p>Feeling Stuck in Your Career? The Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! Bundle is Your Skill-Building Solution. This exceptional collection of <strong>30 premium courses</strong> is designed to encourage growth and improve your career opportunities. Suited to meet different interests and goals, the  Python for Data Science and Machine Learning bundle provides an engaging learning experience, helping you learn skills across various disciplines.</p><p>With Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! Bundle, you'll have a personalised journey that aligns with your career goals and interests. This comprehensive package helps you confidently tackle new challenges, whether entering a new field or enhancing your existing knowledge. The  Python for Data Science and Machine Learning bundle is your gateway to expanding your career options, increasing job demand, and enhancing your skill set.</p><p>By enrolling in this bundle, you'll receive complimentary PDF certificates for all courses, adding value to your resume at no extra cost. Develop key skills and achieve important progress in your career and personal development. Start your journey today and experience the transformative impact of the Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! bundle on your job life and career growth!</p><p><strong>This Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! Bundle Comprises the Following CPD Accredited Courses:</strong></p><ul><li><strong>Course 01</strong>: Machine Learning Basics</li><li><strong>Course 02</strong>: Azure Machine Learning</li><li><strong>Course 03</strong>: Python Intermediate Training</li><li><strong>Course 04</strong>: Python Data Science</li><li><strong>Course 05</strong>: 2021 Data Science &amp; Machine Learning with R from A-Z</li><li><strong>Course 06</strong>: Complete Python Machine Learning &amp; Data Science Fundamentals</li><li><strong>Course 07</strong>: Learn Python, JavaScript, and Microsoft SQL for Data science</li><li><strong>Course 08</strong>: Spatial Data Visualisation and Machine Learning in Python</li><li><strong>Course 09</strong>: Complete Python Machine Learning &amp; Data Science Fundamentals</li><li><strong>Course 10</strong>: Python Programming Bible | Networking, GUI, Email, XML, CGI</li><li><strong>Course 11</strong>: Deep Learning &amp; Neural Networks Python - Keras</li><li><strong>Course 12</strong>: The Complete Python 3 Course: Beginner to Advanced!</li><li><strong>Course 13</strong>: Building Big Data Pipelines with PySpark MongoDB and Bokeh</li><li><strong>Course 14</strong>: Clinical Data Management with SAS Programming</li><li><strong>Course 15</strong>: Certificate in Data Entry and Management</li><li><strong>Course 16</strong>: Quick Data Science Approach from Scratch</li><li><strong>Course 17</strong>: SQL for Data Science, Data Analytics and Data Visualization</li><li><strong>Course 18</strong>: Programming AutoCAD with SQL Server Database Using C#</li><li><strong>Course 19</strong>: Big Data Analytics with PySpark Power BI and MongoDB</li><li><strong>Course 20</strong>: Develop Big Data Pipelines with R &amp; Sparklyr &amp; Tableau</li><li><strong>Course 21</strong>: Develop Big Data Pipelines with R, Sparklyr &amp; Power BI</li><li><strong>Course 22</strong>: Data Center Training Essentials: Power &amp; Electrical</li><li><strong>Course 23</strong>: Business Intelligence and Data Mining</li><li><strong>Course 24</strong>: Data Analysis In Excel</li><li><strong>Course 25</strong>: CV Writing and Job Searching</li><li><strong>Course 26</strong>: Learn to Level Up Your Leadership</li><li><strong>Course 27</strong>: Networking Skills for Personal Success</li><li><strong>Course 28</strong>: Ace Your Presentations: Public Speaking Masterclass</li><li><strong>Course 29</strong>: Learn to Make a Fresh Start in Your Life</li><li><strong>Course 30</strong>: Motivation - Motivating Yourself &amp; Others</li></ul><p><strong>What will make you stand out?</strong></p><p>Upon completion of this online Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! Bundle, you will gain the following:</p><ul><li>CPD QS Accredited Proficiency with this  Python for Data Science and Machine Learning  Bundle </li><li>After successfully completing the  Python for Data Science and Machine Learning bundle, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities.</li><li>Lifetime access to the whole collection of learning materials of this  Python for Data Science and Machine Learning       Bundle</li><li>The online test with immediate results </li><li>You can study and complete the  Python for Data Science and Machine Learning bundle at your own pace.</li><li>Study for the  Python for Data Science and Machine Learning bundle using any internet-connected device, such as a computer, tablet, or mobile device.</li></ul><p>The  Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! bundle is a premier learning resource, with each course module holding respected CPD accreditation, symbolising exceptional quality. The content is packed with knowledge and is regularly updated to ensure it remains relevant. This bundle offers not just education but a constantly improving learning experience designed to enrich both your personal and professional development.</p><p>Advance the future of learning with the   Python for Data Science and Machine Learning bundle, a comprehensive, complete collection of 30 courses. Each course in the  Python for Data Science and Machine Learning bundle has been handpicked by our experts to provide a broad range of learning opportunities. Together, these modules form an important and well-rounded learning experience.</p><p>Our mission is to deliver high-quality, accessible education for everyone. Whether you are starting your career, switching industries, or enhancing your professional skills, the   Python for Data Science and Machine Learning bundle offers the flexibility and convenience to learn at your own pace. Make the   Python for Data Science and Machine Learning package your trusted partner in your lifelong learning journey.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>The Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses! is perfect for:</p><ul><li>Expand your knowledge and skillset for a fulfilling career with the  Python for Data Science and Machine Learning bundle.</li><li>Become a more valuable professional by earning CPD certification and mastering in-demand skills with the  Python for Data Science and Machine Learning bundle.</li><li>Discover your passion or explore new career options with the diverse learning opportunities in the  Python for Data Science and Machine Learning bundle.</li><li>Learn on your schedule, in the comfort of your home - the  Python for Data Science and Machine Learning bundle offers ultimate flexibility for busy individuals.</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You are warmly invited to register for this bundle. Please be aware that no formal entry requirements or qualifications are necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Gain a wide range of skills across various fields, improve your problem-solving capabilities, and keep current with industry trends. Perfect for those aiming for career advancement, exploring a new professional direction, or pursuing personal growth. Begin your journey with the  Python for Data Science and Machine Learning bundle.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Certificates</h4>
        <p>
            Digital certificate -
            Included
        </p>

                        </div>

Compliance Central

Python for Data Science and Machine Learning-(30 in 1) CPD Accredited Courses!

<p dir="ltr" id="isPasted" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Python for Data Science and Machine Learning Bootcamp course is a comprehensive and practical online course designed to teach you how to use Python for data science and machine learning.&nbsp;</span></p><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">The course comprises several sections, each covering different topics in data science and machine learning. It includes all the essential concepts and tools required to analyse and manipulate data, build machine learning models, and make predictions or decisions.</span></p><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">It also covers dataset summary statistics and visualisation techniques using libraries like matplotlib and seaborn. You&#39;ll learn about model selection, ensemble approaches, and parameter adjustment. Additionally, you will discover how to export and load machine learning models using libraries such as pickle and joblib.</span></p><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">This course is suitable for anyone interested in learning Python for data science and machine learning. Whether you are an aspiring data scientist or a professional looking to enhance your data analysis skills, this course will help you achieve your goals.</span></p><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Enrol now to gain instant access to the course materials and start your learning journey. Don&#39;t miss out on the opportunity to acquire one of the most in-demand skills in the market today and become a proficient data scientist and machine learning expert.</span></p><h2 dir="ltr" id="isPasted" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Learning Outcome of Python for Data Science and Machine Learning Bootcamp &nbsp; &nbsp;</span></h2><ul fr-original-style="" style="box-sizing: border-box;"><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Master fundamental concepts of machine learning and its applications.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Gain proficiency in Python programming for data analysis and manipulation.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Learn to load, read, and manipulate CSV data files using Python libraries.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Understand dataset summary statistics and visualization techniques.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Acquire skills in data preparation and preprocessing.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Explore feature selection techniques and their importance.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Evaluate machine learning algorithms using various techniques and metrics.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Spot check classification and regression algorithms for model selection.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Improve model performance using ensemble methods and parameter tuning.</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Learn to export, save, load, and finalize machine learning models for real-time predictions.</li></ul><h2 dir="ltr" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Key Features of the Course</span></h2><ul fr-original-style="" style="box-sizing: border-box;"><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">A CPD certificate that is recognised worldwide.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">A great online learning experience.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Interesting and unique online materials and activities.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Expert guidance and support from the field leaders.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Access to the study resources anytime you want.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Friendly and helpful customer service and admin support by email, phone, and chat from Monday through Friday.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Get a year-long access to the course.</li></ul><h2 dir="ltr" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Who is this course for</span></h2><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); font-size: 16px; box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0); font-size: 16px;">This Python for Data Science and Machine Learning Bootcamp Course is suitable for -</span></p><ul fr-original-style="" style="box-sizing: border-box;"><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Aspiring data scientists and machine learning enthusiasts</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Professionals seeking to enhance their data analysis skills</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Individuals interested in Python programming for data science</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Anyone looking to break into the field of data science and machine learning</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Students pursuing studies in computer science or related fields</li></ul><h2 dir="ltr" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Requirements</span></h2><ul fr-original-style="" style="box-sizing: border-box;"><li id="isPasted" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Basic understanding of programming concepts</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Familiarity with Python programming language is beneficial but not mandatory</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">No prerequisites; suitable for individuals from any academic background.</li><li dir="ltr" style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Accessible course materials from any internet-enabled device.</li></ul><h2 dir="ltr" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">CPD Certificate from Course Gate</span></h2><p dir="ltr" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for &pound;9 and the hard copy for &pound;15. Also, you can order both PDF and hardcopy certificates for &pound;22.</span></p><h2 dir="ltr" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color:#000000;">Career path</span><span style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><br fr-original-style="" style="box-sizing: border-box;"></span></h2><div style="color: rgb(68, 68, 68); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(68, 68, 68);"><div style="color: rgb(68, 68, 68); box-sizing: border-box;" fr-original-style=" color: rgb(68, 68, 68);"><div data-elementor-type="wp-post" data-elementor-id="357815" data-elementor-post-type="course" fr-original-style="" style="box-sizing: border-box;"><section data-id="5767f71a" data-element_type="section" fr-original-style="" style="box-sizing: border-box;"><div data-id="58784751" data-element_type="column" fr-original-style="" style="box-sizing: border-box;"><div data-id="ce105db" data-element_type="widget" data-widget_type="text-editor.default" style="color: var( --e-global-color-text ); box-sizing: border-box;" fr-original-style=" color: var( --e-global-color-text );"><ul fr-original-style="" style="box-sizing: border-box;"><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Data Scientist</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Data Analyst</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Machine Learning Engineer</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Business Intelligence Analyst</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Data Engineer</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Research Scientist</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Quantitative Analyst</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Artificial Intelligence Specialist</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Data Consultant</li><li style="font-size: 16px; color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="font-size: 16px; color: rgb(0, 0, 0);">Statistician</li></ul></div></div></section></div></div></div>

Course Gate

Machine Learning (ML)

Python for Data Science and Machine Learning Bootcamp online course is suitable for anyone interested in learning Python for data science and machine learning. It is especially ideal for aspiring data scientists and professionals seeking to enhance their data analysis skills. 

Python for Data Science and Machine Learning Bootcamp

<h2 style="color: var(--text-heading); box-sizing: border-box;" id="isPasted" fr-original-style="color: var(--text-heading);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">This course at a glance</span></strong></h2><ul style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);"><li style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style="color: rgb(0, 0, 0);">Accredited by CPDQE</li><li id="isPasted" fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Learn how to clean, process, wrangle, and manipulate data</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Know how to create a resume for a data science job</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Get a grasp of NumPy by learning how to use it for numerical data</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Uncover the secret of different Python libraries, such as Pandas, Matplotlib, SciPy and many more</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Explore machine learning concepts and algorithms</span></li><li fr-original-style="" style="box-sizing: border-box;"><span style="color: rgb(38, 99, 82) !important; box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">Discover developing custom data solutions</span></li></ul><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" id="isPasted" fr-original-style=" color: rgb(38, 99, 82) !important;">You can create various applications for science, math, machine learning, and data science with Python. As a high-level, general-purpose programming language, Python is quite English-like and easy to learn. This&nbsp;<b fr-original-style="" style="box-sizing: border-box;">Python for Data Science and Machine Learning</b>&nbsp;course will show you how to use Python for machine learning and data science.</p><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">During the course, you will master every useful Python skill you need for data science and machine learning. If you find it challenging to write complex Python programs, we&rsquo;ll show you how to do so with our step-by-step instructions based on actual work contexts. You&rsquo;ll also learn how to run the regression, classification, and clustering and the specifics of supervised and unsupervised machine learning. Moreover, this course covers how statistics work for data science, hypothesis testing, and much more.</p><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">An expert instructor designed this&nbsp;<b fr-original-style="" style="box-sizing: border-box;">&ldquo;Python for Data Science and Machine Learning&rdquo;</b>&nbsp;course to provide you with the best learning experience possible. Our goal is for you to learn and apply the lessons from this course to improve your skills.&nbsp;</p><p style="color: rgb(38, 99, 82) !important; font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(38, 99, 82) !important;">To become a master of Python, Enrol Now!</p><h3 style="color: rgb(0, 0, 0); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">Accredited by</span></h3><p style="color: rgb(15, 21, 26); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(15, 21, 26);">This course is <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">CPDQE&nbsp;</strong>accredited, which serves as an impactful mechanism for skill enhancement.&nbsp;</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">Continuing Professional Development (CPD) stands as a crucial, widely acknowledged method that aids individuals, organisations, and entire industries in staying current with their skills and knowledge.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);">CPD not only facilitates the elevation of global standards and benchmarks, aligning with the growing forces of globalisation and consumer expectations but also transforms learning into a deliberate and proactive process. It motivates professionals to uphold a consistently high level of performance and demonstrates their unwavering commitment to a specific job role or profession.</p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><br fr-original-style="" style="box-sizing: border-box;"></p><p style="color: rgb(0, 0, 0); font-size: var(--font-size); box-sizing: border-box;" fr-original-style=" color: rgb(0, 0, 0);"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;"><span style="font-size: 24px; box-sizing: border-box;" fr-original-style="font-size: 24px;">Course Curriculum</span></strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li id="isPasted" fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Introduction to Python for Data Science &amp; Machine Learning from A-Z</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Data Science &amp; Machine Learning Concepts</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Python For Data Science</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Statistics for Data Science</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Probability and Hypothesis Testing</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">NumPy Data Analysis</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Pandas Data Analysis</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Python Data Visualization</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Introduction to Machine Learning</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Data Loading &amp; Exploration</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Data Cleaning</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Feature Selecting and Engineering</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Linear and Logistic Regression</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">K Nearest Neighbours</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Decision Trees</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Ensemble Learning and Random Forests</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Support Vector Machines</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">K-Means</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">PCA</strong></li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Data Science Career</strong></li></ul>

LearnDrive UK

This course aims to teach you how to use Python for machine learning and data science.



Python for Data Science and Machine Learning

<div id="course-pills-1">Duration<p>2 Days</p><p>12 CPD hours</p>This course is intended for<p>This introductory-level course is intended for Business Analysts and Data Analysts (or anyone else in the data science realm) who are already comfortable working with numerical data in Excel or other spreadsheet environments. No prior programming experience is required, and a browser is the only tool necessary for the course.</p>Overview<p>This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises.  Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom.  Throughout the hands-on course students, will learn to leverage Python scripting for data science (to a basic level) using the most current and efficient skills and techniques.<br />Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore (to a basic level):<br />How to work with Python interactively in web notebooks<br />The essentials of Python scripting<br />Key concepts necessary to enter the world of Data Science via Python</p><p>This course introduces data analysts and business analysts (as well as anyone interested in Data Science) to the Python programming language, as it?s often used in Data Science in web notebooks.  This goal of this course is to provide students with a baseline understanding of core concepts that can serve as a platform of knowledge to follow up with more in-depth training and real-world practice.</p></div><div id="course-pills-2">This course introduces data analysts and business analysts (as well as anyone interested in Data Science) to the Python programming language, as it's often used in Data Science in web notebooks.  This goal of this course is to provide students with a baseline understanding of core concepts that can serve as a platform of knowledge to follow up with more in-depth training and real-world practice.</div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Python for Data Science Primer: Hands-on Technical Overview (TTPS4872) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Python for Data Science Primer: Hands-on Technical Overview (TTPS4872) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Nexus Human

NLP Practitioner

Teacher Training

Professional Skills Course (PSC)

Python for Data Science Primer: Hands-on Technical Overview (TTPS4872)

<div id="course-pills-1">Duration<p>2 Days</p><p>12 CPD hours</p>This course is intended for<p>This introductory-level course is intended for Business Analysts and Data Analysts (or anyone else in the data science realm) who are already comfortable working with numerical data in Excel or other spreadsheet environments. No prior programming experience is required, and a browser is the only tool necessary for the course.</p>Overview<p>This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises.  Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom.  Throughout the hands-on course students, will learn to leverage Python scripting for data science (to a basic level) using the most current and efficient skills and techniques.<br />Working in a hands-on learning environment, guided by our expert team, attendees will learn about and explore (to a basic level):<br />How to work with Python interactively in web notebooks<br />The essentials of Python scripting<br />Key concepts necessary to enter the world of Data Science via Python</p><p>This course introduces data analysts and business analysts (as well as anyone interested in Data Science) to the Python programming language, as it?s often used in Data Science in web notebooks.  This goal of this course is to provide students with a baseline understanding of core concepts that can serve as a platform of knowledge to follow up with more in-depth training and real-world practice.</p></div><div id="course-pills-2"><h4>An Overview of Python</h4><ul><li>Why Python?</li><li>Python in the Shell</li><li>Python in Web Notebooks (iPython, Jupyter, Zeppelin)</li><li>Demo: Python, Notebooks, and Data Science</li></ul><h4>Getting Started</h4><ul><li>Using variables </li><li>Builtin functions </li><li>Strings </li><li>Numbers</li><li>Converting among types </li><li>Writing to the screen </li><li>Command line parameters </li></ul><h4>Flow Control</h4><ul><li>About flow control </li><li>White space </li><li>Conditional expressions </li><li>Relational and Boolean operators </li><li>While loops </li><li>Alternate loop exits</li></ul><h4>Sequences, Arrays, Dictionaries and Sets</h4><ul><li>About sequences </li><li>Lists and list methods </li><li>Tuples </li><li>Indexing and slicing </li><li>Iterating through a sequence </li><li>Sequence functions, keywords, and operators </li><li>List comprehensions </li><li>Generator Expressions</li><li>Nested sequences </li><li>Working with Dictionaries</li><li>Working with Sets</li></ul><h4>Working with files</h4><ul><li>File overview</li><li>Opening a text file </li><li>Reading a text file </li><li>Writing to a text file</li><li>Reading and writing raw (binary) data</li></ul><h4>Functions</h4><ul><li>Defining functions </li><li>Parameters  </li><li>Global and local scope</li><li>Nested functions </li><li>Returning values </li></ul><h4>Essential Demos</h4><ul><li>Sorting</li><li>Exceptions</li><li>Importing Modules</li><li>Classes</li><li>Regular Expressions</li></ul><h4>The standard library</h4><ul><li>Math functions </li><li>The string module</li></ul><h4>Dates and times</h4><ul><li>Working with dates and times</li><li>Translating timestamps</li><li>Parsing dates from text</li><li>Formatting dates</li><li>Calendar data</li></ul><h4>Python and Data Science</h4><ul><li>Data Science Essentials</li><li>Pandas Overview</li><li>NumPy Overview</li><li>SciKit Overview</li><li>MatPlotLib Overview</li><li>Working with Python in Data Science</li></ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Python for Data Science: Hands-on Technical Overview (TTPS4873) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Python for Data Science: Hands-on Technical Overview (TTPS4873) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Python for Data Science: Hands-on Technical Overview (TTPS4873)

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					<div><p>Python is a general-purpose programming language that is widely used in data science. It is known for its simplicity, readability, and versatility. In this Python, JavaScript, and Microsoft SQL for Data science course, you will learn the basics of Python, including variables, data types, operators, conditional statements, control flow statements, functions and error handling. You will also learn how to use Python for data science tasks such as cleaning, analysis and visualization.</p><p>JavaScript is a scripting language. It is primarily used for front-end web development. However, it also can be used for data science tasks such as data visualization and data analysis.</p><p>In this course, you will learn the basics of JavaScript, including variables, data types, operators, conditional statements, control flow statements, functions, and error handling. You will also learn how to use JavaScript for data science tasks such as data cleaning and data visualization.</p><p>Microsoft SQL is a relational database management system (RDBMS) that stores, manages, and retrieves data. It is one of the most popular RDBMSs in the world.</p><p>In this course, you will learn the basics of Microsoft SQL, including SQL statements, data manipulation statements, data query statements, and data definition statements. You will also learn to use Microsoft SQL to create, read, update, and delete data from a database.</p></div>
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										<span>Use Python for data science tasks such as data cleaning, analysis, and visualization</span>
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										<span>Query and manage data using Microsoft SQL</span>
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			<h2> <b>Why should I take this course?</b></h2>		</div>
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Computing Skills

Data Engineering

Microsoft SQL

Microsoft AZ-303

Become a data scientist with the in-demand skills of Python, JavaScript, and Microsoft SQL. This comprehensive course will teach you the essential skills you need to succeed.

Learn Python, JavaScript, and Microsoft SQL for Data science

<p>Progression in today's data-driven world requires proficiency in Python data science. Proficiency in Python for data science can revolutionise one's career by enabling professionals to build models, extract insights, and make well-informed decisions from large datasets. This can lead to a variety of opportunities across industries. Because of its simplicity of use, data scientists prefer it over other languages for efficiently handling data. Robust data manipulation, analysis, visualisation, and machine learning tools are available with Python's vast libraries, including NumPy, Pandas, Matplotlib, and Scikit-learn. These tools enable experts to use Python to efficiently extract insights, build predictive models, and make data-driven decisions. To get everything you need in one place, sign up for our QLS-approved <strong>"Python Data Science: QLS Machine Learning"</strong> course!</p><p>The fundamentals of Python for data science are the main focus of the course <strong>"Python Data Science: QLS Machine Learning."</strong> It begins with an introductory unit that familiarises students with the syntax of Python and critical ideas in data science. The upcoming units focus on specialised software for data cleaning and visualisation, two essential skills for any data scientist. A range of Python techniques and tools that facilitate the cleanup of jumbled datasets and the creation of visually appealing data visualisations are covered in the course.</p><p>Missing out on this perfect pack will be a significant loss for IT enthusiasts. Take the "<strong>Python Data Science-QLS Machine Learning</strong>" course to discover the full potential of Python in data science. Explore the possibilities of Python for more than just data manipulation and cleaning. Get practical experience with the state-of-the-art instruments and methods necessary for a prosperous data science career.</p><p><strong>Learning outcomes</strong> at a glance:</p><p>Completing the study of this <strong>Python Data Science-QLS Machine Learning </strong>makes learners able to:</p><ul><li>Learn the syntax of Python to manipulate and analyse data</li><li>Use data cleaning software to prepare datasets effectively</li><li>Make effective use of data visualisation tools when presenting insights</li><li>Apply predictive analysis and machine learning methods</li><li>Analyse and effectively convey conclusions drawn from data visualisations</li><li>Gain knowledge of Python for practical data science applications</li></ul><p><strong>Kinstone Open College </strong>offers the following services for the<strong> "Python Data Science-QLS Machine Learning" course</strong><strong>:</strong></p><ul><li>Intensive Study Notes</li><li>Tutor Support</li><li>Customer Support</li><li>Assignment Help</li><li>QLS-endorsed certificate</li><li>24/7 Learning Portal Access</li><li>Widely Compatible Study Materials</li></ul><p><strong>"QLS approved this accredited course as a highly qualified, unregulated training programme and supply. A trainer will be available to address your inquiries, including how to advance into additional higher education."</strong></p><p><strong>Course Curriculum of </strong><strong>Python Data Science</strong></p><ul><li><strong>Unit 01:</strong> Introduction to Python Data Science</li><li><strong>Unit 02:</strong> Data Cleaning Packages</li><li><strong>Unit 03:</strong> Data Visualisation packages</li></ul><p><strong>Assessment and Certification</strong></p><p>To receive a Python Data Science certificate, learners must submit a comprehensive assignment summarising all the units our expert tutor will assess. The assignment must meet the learning outcomes according to the standard set by QLS. The learner will be awarded the certificate once the assignment passes the quality check.</p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>When the course is over, students will receive an endorsed certificate to prove they completed it. A certificate can be obtained if the student completes all class assessments.</p><h2>
        
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                                        10 CPD hours / points
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                                            Accredited by CPD Quality Standards
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        <div>Who is this course for?</div>
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                            <p>Regardless of experience and educational background, anyone can study and benefit from this <strong>Python Data Science-QLS Machine Learning</strong> course. However, the following categories of learners are the best for this course:</p><ul><li><strong>Data Enthusiasts:</strong> People who have a strong interest in working with data and are keen to see how Python may help with data cleaning, analysis, and visualisation</li><li><strong>Aspiring Data Scientists: </strong>People who want to work in data science and are looking for a core understanding of Python for machine learning and data manipulation.</li><li><strong>Analytics Professionals</strong>: Analytics experts are eager to broaden their expertise by becoming proficient in Python's data handling packages to enable more effective analysis.</li><li><strong>Business Analysts:</strong> professionals who want to sharpen their abilities in interpreting data so they can use visualisation to communicate their ideas successfully.</li><li><strong>Computer Science Students:</strong> Computer science students who want hands-on experience with Python-based data analysis and manipulation</li><li><strong>Career Switchers:</strong> People making the move into the data science field who need to have a basic understanding of the use of Python in data analysis.</li><li><strong>Researchers and Academics:</strong> Academic professionals who want to use Python for data-related research and disseminate their findings with clear and concise visual aids.</li></ul>
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        <div>Requirements</div>
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                            <p>There are no formal requirements needed for this Python Data Science course. So, learners are not required to have prior qualifications to enrol in this course.</p>
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        <div>Career path</div>
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                            <p><strong>Python Data Science-QLS Machine Learning </strong>course is relevant and demanded in many job roles, including:</p><ul><li>Data Analyst: £25,000 to £50,000</li><li>Data Scientist: £35,000 to £80,000</li><li>Machine Learning Engineer: £40,000 to £90,000</li><li>Business Intelligence Analyst: £30,000 to £60,000</li><li>Quantitative Analyst: £40,000 to £100,000+</li><li>Data Engineer: £40,000 to £80,000</li><li>Research Scientist (in AI/ML): £40,000 to £90,000+</li></ul>
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Kingston Open College

Managed Learning Programme (MLP)

QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost

Python Data Science - QLS Machine Learning

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					<div><p>Python Programming from Scratch with MySQL Database is a comprehensive course that will teach you the fundamentals of Python programming and MySQL databases. You will learn to create and manipulate data, write functions and classes, and build web applications. By the end of the course, you will have the skills to develop your own database-driven applications using Python and MySQL.</p><p>Unlock the full potential of web development by joining our 'Python Programming from Scratch with MySQL Database' course. This well-structured program will guide you through the realms of HTML, Python, and MySQL, equipping you with the essential tools and knowledge to conquer the digital world. From the roots of HTML to Python's complexities and MySQL's intricacies, we cover it all.</p><p>But that's not all! We've intricately woven lessons on using Python for data science, giving you a competitive edge in today's data-driven environment. And when it comes to database management, our MySQL sections will turn you into a pro, teaching you everything from creating structures and filtering data to utilizing functions and managing databases with precision.</p><p>So, whether you're a beginner eager to step into the world of programming or an experienced coder looking to enhance your skillset, our course has something for everyone. With our expertly crafted modules, practical insights, and a project-based approach, you'll gain knowledge and apply what you've learned in real-world scenarios. Enroll now and embark on a journey that promises to be not just educational, but transformative, equipping you with the skills and confidence to make your mark in the digital universe.</p></div>
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			<h2><b> Learning outcome</b></h2>		</div>
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										<span>Develop a solid foundation in HTML and Python programming.</span>
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										<span>Understand the intricacies of Python strings, operators, and data structures.</span>
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										<span>Master the usage of Python for data science applications.</span>
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										<span>Gain proficiency in MySQL database management and queries.</span>
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										<span>Learn to create and manage database structures effectively.</span>
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										<span>Acquire the skills to backup and restore MySQL databases.</span>
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										<span>Implement learned concepts through a Python project.</span>
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			<h2> <b>Why should I take this course?</b></h2>		</div>
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										<span>Comprehensive coverage of HTML, Python, and MySQL in one course.</span>
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										<span>Learn from meticulously crafted modules catering to all skill levels.</span>
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										<span>Master essential skills for web development and database management.</span>
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										<span>You will learn from an experienced instructor who is passionate about teaching.</span>
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										<span>You will join a community of students who are also learning Python and MySQL.</span>
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			<h2> <b>Career Path</b></h2>		</div>
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										<span>Python Developer</span>
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										<span>Data Analyst</span>
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										<span>Software Developer</span>
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										<span>Back-end Developer</span>
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			<h2> <b>Requirements</b></h2>		</div>
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										<span>A computer with internet access.</span>
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										<span>Basic understanding of programming concepts.</span>
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										<span>Eagerness to learn and apply new skills.</span>
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Python Programming from Scratch with MySQL Database is a beginner-friendly course designed to teach you everything you need to know to start with Python programming and MySQL databases. Using these powerful tools, you'll learn how to build dynamic web applications and websites.

Python Programming from Scratch with My SQL Database

Analytics

This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.

Practical Data Science Using Python.

<div id="course-pills-1">Duration<p>3 Days</p><p>18 CPD hours</p>This course is intended for<p>This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their programming proficiency in Python 3.</p>Overview<p>In this course, you will expand your Python proficiencies. You will:<br />Select an object-oriented programming approach for Python applications.<br />Create object-oriented Python applications.<br />Create a desktop application.<br />Create data-driven applications.<br />Create and secure web service-connected applications.<br />Program Python for data science.<br />Implement unit testing and exception handling.<br />Package an application for distribution.</p><p>Python continues to be a popular programming language, perhaps owing to its easy learning curve, small code footprint, and versatility for business, web, and scientific uses. Python is useful for developing custom software tools, applications, web services, and cloud applications. In this course, you'll build upon your basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications.</p></div><div id="course-pills-2"><h4>Lesson 1: Selecting an Object-Oriented Programming Approach for Python Applications</h4><ul><li>Topic A: Implement Object-Oriented Design</li><li>Topic B: Leverage the Benefits of Object-Oriented Programming</li></ul><h4>Lesson 2: Creating Object-Oriented Python Applications</h4><ul><li>Topic A: Create a Class</li><li>Topic B: Use Built-in Methods</li><li>Topic C: Implement the Factory Design Pattern</li></ul><h4>Lesson 3: Creating a Desktop Application</h4><ul><li>Topic A: Design a Graphical User Interface (GUI)</li><li>Topic B: Create Interactive Applications</li></ul><h4>Lesson 4: Creating Data-Driven Applications</h4><ul><li>Topic A: Connect to Data</li><li>Topic B: Store, Update, and Delete Data in a Database</li></ul><h4>Lesson 5: Creating and Securing a Web Service-Connected App</h4><ul><li>Topic A: Select a Network Application Protocol</li><li>Topic B: Create a RESTful Web Service</li><li>Topic C: Create a Web Service Client</li><li>Topic D: Secure Connected Applications</li></ul><h4>Lesson 6: Programming Python for Data Science</h4><ul><li>Topic A: Clean Data with Python</li><li>Topic B: Visualize Data with Python</li><li>Topic C: Perform Linear Regression with Machine Learning</li></ul><h4>Lesson 7: Implementing Unit Testing and Exception Handling</h4><ul><li>Topic A: Handle Exceptions</li><li>Topic B: Write a Unit Test</li><li>Topic C: Execute a Unit Test</li></ul><h4>Lesson 8: Packaging an Application for Distribution</h4><ul><li>Topic A: Create and Install a Package</li><li>Topic B: Generate Alternative Distribution Files</li></ul></div>

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