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Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00

Dive into the vital world of electrical safety with the 'PAT Training' course, a compelling blend of theoretical knowledge and regulatory compliance. Imagine possessing the power to ensure safety in every plug and cable, a guardian against the dangers of faulty electrical equipment. The course opens with an introduction to Portable Appliance Testing (PAT), leading you through the critical statutes that govern this essential practice. As you navigate through the modules, you become the sentinel of electrical safety, entrusted with the well-being of workplaces and public spaces. With each step forward in the curriculum, your mastery of risk assessment and hazard control strengthens, transforming you into a key player in maintaining operational integrity. Your journey advances with in-depth explorations into appliance classification, rigorous testing procedures, and meticulous reporting techniques. This is where you learn not just the 'how', but the 'why' behind each inspection and test, ensuring that every piece of equipment under your watch meets the highest standards of electrical safety. Learning Outcomes Comprehend PAT's significance and the legal frameworks that underpin it. Conduct thorough risk assessments and implement strategies to mitigate hazards. Classify electrical appliances and determine their maintenance requisites accurately. Perform detailed visual examinations and utilise testing instruments proficiently. Adhere to British Standards, adapting to recent modifications and maintaining meticulous records. Why choose this PAT Training course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the PAT Training Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this PAT Training course for? Aspiring safety professionals with a focus on electrical appliance compliance. Technical personnel responsible for workplace equipment maintenance. Compliance officers looking to expand their knowledge in electrical safety regulations. Engineers seeking a detailed understanding of PAT procedures and standards. Facility managers tasked with overseeing electrical safety and equipment integrity. Career path PAT Tester: £18,000 - £25,000 Health and Safety Officer: £25,000 - £40,000 Maintenance Engineer: £27,000 - £45,000 Electrical Compliance Officer: £30,000 - £50,000 Facilities Manager: £26,000 - £40,000 Quality Assurance Technician: £22,000 - £35,000 Prerequisites This PAT Training does not require you to have any prior qualifications or experience. You can just enrol and start learning.This PAT Training was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to PAT Introduction to PAT 00:25:00 Module 02: Relevant Statutory Provisions for PAT Relevant Statutory Provisions for PAT 00:25:00 Module 03: Safety Responsibilities & Maintenance Provisions Safety Responsibilities & Maintenance Provisions 00:20:00 Module 04: Risk Assessment Risk Assessment 00:30:00 Module 05: Reducing and Controlling Risks Reducing and Controlling Risks 00:30:00 Module 06: Electrical Units and Appliance Classification Electrical Units and Appliance Classification 00:20:00 Module 07: Equipment Coverage & Maintenance Needs Equipment Coverage & Maintenance Needs 00:25:00 Module 08: Initial Visual Examination Initial Visual Examination 00:25:00 Module 09: Instruments for Testing and Equipment Inspection Instruments for Testing and Equipment Inspection 00:20:00 Module 10: Electrical Installation Testing Electrical Installation Testing 00:35:00 Module 11: Lead & RCD Testing Lead & RCD Testing 00:20:00 Module 12: Safety Precautions in Electrical Testing Safety Precautions in Electrical Testing 00:30:00 Module 13: Reporting and Record-keeping Reporting and Record-keeping 00:25:00 Module 14: Testing for New or Used Equipment Testing for New or Used Equipment 00:15:00 Module 15: British Standards and Latest Changes British Standards and Latest Changes 00:25:00

The Handyman Certification Course Online provides comprehensive training in various handyman skills, enabling participants to become proficient in a wide range of household tasks and basic maintenance. From basic tools and equipment usage to electrical work, plumbing skills, carpentry, painting, and more, this course equips learners with the knowledge and expertise to handle a variety of home improvement and repair projects. Learning Outcomes: Acquire a foundational understanding of the handyman profession and the roles and responsibilities it entails. Identify and utilize various basic tools and equipment required for performing common household tasks and maintenance. Gain proficiency in electrical work, including wiring, circuit installation, and troubleshooting common electrical issues. Develop essential plumbing skills, such as pipe installation, repair, and dealing with common plumbing problems. Learn about appliance maintenance, repair, and troubleshooting techniques for common household appliances. Master general carpentry skills, including measuring, cutting, and assembling various materials for repair and construction projects. Acquire basic maintenance skills for maintaining household systems and equipment in optimal condition. Understand techniques for working with walls and floors, including patching, plastering, and fixing common wall and floor issues. Learn painting and decorating skills, including surface preparation, painting techniques, and applying decorative finishes. Develop proficiency in drilling, tiling, and welding for various repair and renovation tasks. Explore construction project management, including planning, budgeting, and executing small-scale construction projects. Understand the importance of health and safety at work, adhering to safety regulations and practices while performing handyman tasks. Gain insights into starting and managing one's own handyman business, including marketing, customer relations, and financial aspects. Why buy this Caretaker / Handyman Certification Course Online? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Caretaker / Handyman Certification Course Online there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Caretaker / Handyman Certification Course Online course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Caretaker / Handyman Certification Course Online does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Caretaker / Handyman Certification Course Online was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Caretaker / Handyman Certification Course Online is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Handyman Introduction to Handyman 00:22:00 Module 02: Basic Tools and Equipment Basic Tools and Equipment 00:22:00 Module 03: Electrical Work Electrical Work 00:23:00 Module 04: Plumbing Skills Plumbing Skills 00:19:00 Module 05: Appliances Appliances 00:18:00 Module 06: General Carpentry General Carpentry 00:26:00 Module 07: Basic Maintenance Skills Basic Maintenance Skills 00:14:00 Module 08: Walls and Floors Walls and Floors 00:19:00 Module 09: Painting and Decorating Painting and Decorating 00:17:00 Module 10: Drilling, Tiling and Welding Drilling, Tiling and Welding 00:22:00 Module 11: Construction Projects Construction Projects 00:16:00 Module 12: Health and Safety at Work Health and Safety at Work 00:27:00 Module 13: Starting Own Business for Handyperson Starting Own Business for Handyman 00:27:00 Assignment Assignment - Handyman Certification Course Online 00:00:00

Looking to excel in electrical regulations? Enroll in our Part P of the Building Regulations Course with City & Guilds Final 2393-10 Examination for just £198.00. Take the final exam from home, the workplace or from a centre.

Are you interested in learning how to build and maintain your own computer? Do you want to understand the different hardware components and how they work together? Do you want to improve your computer networking skills and even build your own gaming PC? If you answered yes to any of these questions, then this course is for you! Our Computer Maintenance course is designed to give you a comprehensive understanding of computer maintenance, from building a PC to maintaining its performance. We have divided the course into eight modules to ensure that you gain in-depth knowledge on each topic. Along with this Computer Maintenance Course, you will get 11 premium courses, an original Hardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Computer Maintenance Bundle Consists of the following Premium courses: Courses are included in this Computer Maintenance Bundle? Course 01: Building Your Own Computer Course 02: Electronic & Electrical Devices Maintenance Course 03: PAT Level 4 Course 04: Complete Windows 10 Troubleshooting for IT Helpdesk Course 05: Internet of Things Course 06: Network Security Level 2 Course 07: Cyber Security Incident Handling and Incident Response Course 08: CompTIA PenTest+ (Ethical Hacking) Course 09: Functional Skills IT Course 10: Encryption Course 11: Decision Making and Critical Thinking Enrol now in Computer Maintenance To advance your career, and use the premium study materials from Apex Learning. The Computer Maintenance bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Computer Maintenance Expertise and essential knowledge, which will assist you in reaching your goal. Course Curriculum : Building Your Own Computer Module 01: Introduction to Computer & Building PC Module 02: Overview of Hardware and Parts Module 03: Building the Computer Module 04: Input and Output Devices Module 05: Software Installation Module 06: Computer Networking Module 07: Building a Gaming PC Module 08: Maintenance of Computers Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Computer Maintenance Anyone from any background can enrol in this Computer Maintenance Bundle. Requirements Computer Maintenance This Computer Maintenance Course has been designed to be fully compatible with tablets and smartphones. Career path Computer Maintenance Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

This video course will teach you the basics of Structured Query Language (SQL), such as writing SQL queries, creating and updating tables, and importing and exporting data from comma separated values (CSV) and Excel files. You'll also learn about the SQL and database skills you need to become a self-sufficient digital analyst or marketer who can extract marketing data from the backend without assistance.

This course offers a swift and straightforward way to learn Python programming. It is thoughtfully designed, packed with hands-on exercises, and tailored to assist you in embarking on your Python 3 journey. No prior programming experience is necessary to enroll in this course.

Kotlin is one of the most popular and widely used Android app development programming languages, used by the world's most powerful companies, including Google, Facebook and Microsoft. The Kotlin for Android course will teach you the A-Z of Kotlin applications and how to program them. Starting from the very basics, it will guide you step-by-step through the installation procedures for Windows, Mac, and Linux, the functions of Kotlin programming and the format of coding applications in detail. This practical training course is ideal for aspiring Android developers, software engineers and anyone looking to learn how to program Kotlin applications through the guidance of an expert. Fast-track your career today and add value to your resume with a CPD-accredited Certificate. This Kotlin Programming Bundle Consists of the following Premium courses: Course 01: Kotlin Programming : Android Coding Course 02: Kotlin for Android Course 03: CSS Coding Course 04: Basic C# Coding Course 05: Advanced Diploma in Android App Development Course 06: Ionic & Angular JS: Principles Of Mobile and Web Development Course 07: Swift: Mac and iOS Development Course 08: Cocos2d-x v3 JavaScript: Game Development Course 09: Python Programming for Everybody Course 10: JavaScript Foundations for Everyone Course 11: Android Studio Admob Integration: Start Showing Ads in Your Mobile App Today! Course 12: Flutter & Dart Development for Building iOS and Android Apps Course 13: Bash Scripting, Linux and Shell Programming Course 14: Affiliate Marketing & Passive Income Key features of this Kotlin Programming course: This Kotlin Programming bundle is CPD QS Accredited Learn from anywhere in the world Lifetime access Kotlin Programming is entirely online 24/7 Learner support The Kotlin Programming bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Kotlin Programming expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn Kotlin Programming from any place in your own time without travelling for classes. Enrol now in Kotlin Programming to advance your career, and use the premium study materials from Apex Learning. The Kotlin Programming bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Kotlin Programmingexpertise and essential knowledge, which will assist you in reaching your goal. Certification after completion of Kotlin Programming: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Kotlin Programming bundle. Requirements Our Kotlin Programming course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Kotlin Programming expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Kotlin Programming : Android Coding) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Kotlin Programming : Android Coding) absolutely Free! 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.

We will follow a hands-on approach in this course to learn how to use and apply HTML5 and CSS3 concepts to the front-end page of your projects. A carefully structured beginner-level course that will help you level up your web development skills. You need not have any prior experience in HTML and CSS to take up this course.

By encouraging you to build real-world applications, this course teaches you the concepts of ASP.NET scaffolding, Model View Controller (MVC), and Entity Framework. You will start by setting up the environment and proceed towards practical activities to understand the concepts in ASP.NET MVC development.