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Dive into the comprehensive world of Entity Framework Core with this detailed course, designed to equip you with the skills to efficiently use EF Core in .NET applications.

*** Don't Spend More; Spend Smart*** Life Just Got Better This Summer! Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now In the ever-evolving world of marketing, staying ahead of the competition is crucial for career success. The Sales and Marketing Training course is designed to provide you with cutting-edge marketing strategies and essential skills needed to thrive in today's competitive market. Whether you want to boost your digital marketing knowledge, improve social media marketing techniques, or master content marketing, this course will help you achieve your goals. Throughout the programme, you'll gain hands-on knowledge of SEO, email marketing, and consumer psychology to enhance your ability to connect with customers and increase sales. Learn how to create targeted marketing campaigns, optimize brand visibility, and analyze market trends to make data-driven decisions that improve performance. This course is ideal for professionals looking to expand their marketing expertise or pursue a career in sales and marketing management. Gain a competitive edge, develop advanced marketing skills, and take your career to new heights. Along with this Sales and Marketing course, you will get 10 premium courses, an original hardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Bundle Consists of the following Premium courses: Course 01: Sales & Selling Management Course Course 02: Sales Negotiation Training Course 03: Telesales Executive Training Course 04: Marketing Fundamentals Course 05: Strategic Planning and Analysis for Marketing Course 06: Digital Marketing Course 07: SEO - Search Engine Optimisation Level 5 Course 08: Retail Management - Level 5 Course 09: Customer Relationship Management Course 10: Sales: Psychology of Customers Course 11: Basic Product Management Course 12: Product Photography Course 13: Commercial Law 2021 Course 14: Public Speaking and Presentation Skill Course Learning Outcomes: Upon completing the Sales and Marketing Training course, you will be able to: Develop and implement effective marketing strategies and sales techniques to drive business growth. Understand and apply the principles of consumer psychology and marketing analytics to influence purchasing decisions and improve sales. Utilise digital marketing tools and techniques, including social media marketing, email marketing, and SEO, to enhance brand visibility and reach. Create and execute compelling content marketing campaigns that engage target audiences and boost conversions. Analyze sales data, marketing performance, and market trends to optimize marketing efforts and improve decision-making processes. Manage customer relationships and improve communication through relationship marketing to increase sales and customer retention. Key Features of the Course: FREE Sales and Marketing Training CPD-accredited certificate Get a free student ID card with Sales and Marketing Training training (£10 applicable for international delivery) Lifetime access to the Sales and Marketing Training course materials The Sales and Marketing Training program comes with 24/7 tutor support Get instant access to this Sales and Marketing Training course Learn Sales and Marketing Training training from anywhere in the world The Sales and Marketing Training training is affordable and simple to understand The Sales and Marketing Training training is an entirely online Description: The Sales and Marketing Training course equips you with the essential skills and knowledge to excel in the dynamic world of marketing. From mastering digital marketing and social media marketing to understanding consumer psychology and content marketing, this comprehensive course covers all aspects of marketing strategies that drive sales and business growth. You will learn how to create impactful marketing campaigns, optimize brand visibility, and analyze market data to make informed decisions. Whether you're looking to advance in your current role or pursue a new career in marketing management, this course will give you the tools to succeed in today’s competitive landscape. Enrol in this Sales and Marketing Training course today and start your journey to becoming a successful marketing professional or sales expert! ★★★ Course Curriculum of Sales and Marketing Training Bundle ★★★ Course 01: Sales & Selling Management Course Module 01: Understanding the Talk Module 02: Getting Prepared to Make the Call Module 03: Creative Openings Module 04: Making Your Pitch Module 05: Handling Objections Module 06: Sealing the Deal Module 07: Following Up Module 08: Setting Goals Module 09: Managing Your Data Module 10: Using a Prospect Board Course 02: Sales Negotiation Training Course 03: Telesales Executive Training Course 04: Marketing Fundamentals Course 05: Strategic Planning and Analysis for Marketing Course 06: Digital Marketing Course 07: SEO - Search Engine Optimisation Level 5 Course 08: Retail Management - Level 5 Course 09: Customer Relationship Management Course 10: Sales: Psychology of Customers Course 11: Basic Product Management Course 12: Product Photography Course 13: Commercial Law 2021 Course 14: Public Speaking and Presentation Skill Course How will I get my Certificate? After successfully completing the course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free Hard Copy Certificate: Free CPD 140 CPD hours / points Accredited by CPD Quality Standards Requirements There is no time limit for completing thiscourse; it can be studied in your own time at your own pace. Career path Elevate your professional journey with Sales and Marketing Training. This comprehensive course opens doors to a wide range of career opportunities in the dynamic world of marketing. Explore these exciting roles: Marketing Manager: £30,000 - £55,000 Digital Marketing Specialist: £25,000 - £45,000 Social Media Marketing Manager: £22,000 - £40,000 SEO Specialist: £24,000 - £42,000 Content Marketing Manager: £28,000 - £50,000 Email Marketing Specialist: £23,000 - £38,000 PPC Marketing Specialist: £26,000 - £42,000 Certificates Digital certificate - Included Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Sales & Selling Management Course) absolutely Free! Other hard-copy certificates are available for £14.99 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Overview: Financial Crime Prevention Training   In the ever-evolving landscape of global finance, the threat of financial crimes looms large. To safeguard businesses and individuals alike, we present the comprehensive 'Financial Crime Prevention Training' program. Designed to empower your team with the knowledge and skills necessary to combat financial crimes effectively, this training comprises six modules that cover the essential aspects of financial crime prevention.   Module 1: Introduction to Financial Crime Prevention Kickstarting the journey, this module provides a foundational understanding of financial crimes, their implications, and the role of prevention in maintaining the integrity of financial systems. Participants will grasp the importance of vigilance and develop a keen awareness of potential threats.   Module 2: Know Your Customer (KYC) and Customer Due Diligence (CDD) Building upon the foundation, this module delves into the critical components of KYC and CDD. Participants will learn how to establish robust customer identification processes, assess risk levels, and conduct due diligence to prevent illicit activities before they take root.   Module 3: Anti-Money Laundering (AML) Framework Unravel the complexities of money laundering and explore the comprehensive AML framework. Participants will gain insights into the regulatory landscape, reporting obligations, and best practices for implementing effective AML measures within their organizations.   Module 4: Conducting Effective Investigations Equip your team with the skills needed to conduct thorough and effective investigations. This module covers the investigative process, evidence gathering, and collaboration with law enforcement agencies, ensuring participants are adept at uncovering and preventing financial crimes.   Module 5: Risk Assessment in Financial Crime Prevention Understanding the dynamic nature of risks is key to a proactive approach. This module guides participants through the process of risk assessment in the context of financial crime prevention, helping them identify and mitigate potential threats with precision.   Module 6: Transaction Monitoring In the final module, participants will master the art of transaction monitoring. From recognizing red flags to implementing advanced monitoring techniques, this module ensures your team can detect suspicious activities in real-time, bolstering your defense against financial crimes.   Why Choose Our Financial Crime Prevention Training? Expert-Led Training: Our modules are curated and delivered by industry experts with extensive experience in financial crime prevention. Customizable Learning Paths: Tailor the training to suit the specific needs and roles within your organization. Real-World Case Studies: Practical insights and real-world case studies enrich the learning experience, ensuring applicability to your business context. Compliance Assurance: Stay ahead of regulatory changes with up-to-date content, ensuring your organization remains compliant.   Invest in the protection of your financial ecosystem. Our Financial Crime Prevention Training is the gateway to a secure, resilient, and compliant financial future. Contact us today to fortify your defenses against the ever-present threat of financial crimes. Course Curriculum Module 1_ Introduction to Financial Crime Prevention Introduction to Financial Crime Prevention 00:00 Module 2_ Know Your Customer (KYC) and Customer Due Diligence (CDD) Know Your Customer (KYC) and Customer Due Diligence (CDD) 00:00 Module 3_ Anti-Money Laundering (AML) Framework Anti-Money Laundering (AML) Framework 00:00 Module 4_ Conducting Effective Investigations Conducting Effective Investigations 00:00 Module 5_ Risk Assessment in Financial Crime Prevention Risk Assessment in Financial Crime Prevention 00:00 Module 6_ Transaction Monitoring Transaction Monitoring 00:00

Overview This comprehensive course on PowerBI Formulas will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This PowerBI Formulas comes with accredited certification from CPD, 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 PowerBI Formulas. It is available to all students, of all academic backgrounds. Requirements Our PowerBI Formulas 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 18 lectures • 01:25:00 total length •power pivot power query - 1: 00:01:00 •power pivot power query - 2: 00:02:00 •power pivot power query - 3: 00:06:00 •power pivot power query - 4: 00:07:00 •power pivot power query - 5: 00:02:00 •power pivot power query - 6: 00:05:00 •power pivot power query - 7: 00:05:00 •power pivot power query - 8: 00:04:00 •power pivot power query - 9: 00:03:00 •power pivot power query - 10: 00:02:00 •power pivot power query - 11: 00:04:00 •power pivot power query - 12: 00:08:00 •power pivot power query - 13: 00:04:00 •power pivot power query - 14: 00:03:00 •power pivot power query - 15: 00:13:00 •power pivot power query - 16: 00:03:00 •power pivot power query - 17: 00:13:00 •Assignment - PowerBI Formulas: 00:00:00

Overview This comprehensive course on Microsoft PowerBI - 25 Must-Know Tips and Tricks will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Microsoft PowerBI - 25 Must-Know Tips and Tricks comes with accredited certification from CPD, 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 Microsoft PowerBI - 25 Must-Know Tips and Tricks. It is available to all students, of all academic backgrounds. Requirements Our Microsoft PowerBI - 25 Must-Know Tips and Tricks 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 2 lectures • 01:34:00 total length •Must-Know Tips and Tricks of Microsoft PowerBI: 01:34:00 •Resource - Microsoft PowerBI - 25 Must-Know Tips and Tricks: 00:00:00

Are you ready to embark on an enlightening journey of wisdom with the ERP Project Manager bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - ERP Project Manager - CPD Certified. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Operations Management: Enterprise Resource Planning Course 02: Project Management Training Course 03: Project Management: How to Build a Project Charter Course 04: Business Analysis Course Level 5 Course 05: Leadership and Management Course Course 06: SAP Controlling (CO) - Product Costing S4HANA Course 07: Finance and Budgeting Course Course 08: Personal and Networking Skills Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the ERP Project Manager - CPD Certified bundle illuminate your path to wisdom. The ERP Project Manager - CPD Certified bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the ERP Project Manager - CPD Certified package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the ERP Project Manager bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the ERP Project Manager - CPD Certified community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the ERP Project Manager bundle. Establish robust bases across each course nestled within the ERP Project Manager bundle. Decipher intricate concepts through the articulate content of the ERP Project Manager bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the ERP Project Manager bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The ERP Project Manager bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the ERP Project Manager bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The ERP Project Manager bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the ERP Project Manager bundle allows learners to make meaningful contributions to their chosen fields. Embark on the ERP Project Manager journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the ERP Project Manager bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the ERP Project Manager bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hard copy Transcript - £9.99

Data Analysis: Data Analysis Course Would you like to acquire the skills and self-assurance necessary to make wise choices and successfully traverse the intricate and ever-changing realm of data analysis? Enrol in our Data Analysis Course. The fundamentals of data, statistics, and an introduction to data analysis are all covered in this data analysis course. The how-to of data collection and its sources are explained in the Data Analysis Course. This Data Analysis Course teaches preprocessing, data cleansing, and exploratory data analysis (EDA). An overview of Excel and Python for data analysis is explained in this Data Analysis Course. This extensive Data Analysis course includes lessons on data wrangling with Pandas (Python) and data visualisation using Matplotlib and Seaborn (Python). So, quickly join our Data Analysis Course to learn the fundamentals of machine learning and statistical analysis! Special Offers with free gifts for this Data Analysis: Data Analysis Course This Data Analysis Course course includes a FREE PDF Certificate. Lifetime access to this Data Analysis Course course Instant access to this Data Analysis Course course Get FREE Tutor Support to this Data Analysis Course Course Learning Outcome of Data Analysis Course This Data Analysis Course will help you learn about: Introduction to data analysis, basics of data, and statistics. Data Analysis Course explains how to collect data and its sources. Data cleaning, processing, and exploratory data analysis (EDA) are included in this Data Analysis Course. This Data Analysis Course describes an introduction to Excel for Data Analysis and Python for Data Analysis. Data Wrangling with Pandas (Python) and Data Visualisation with Matplotlib and Seaborn (Python) are parts of this comprehensive Data Analysis Course. With the help of this Data Analysis Course, you will learn the basics of statistical analysis and machine learning. Data Analysis: Data Analysis Course Embark on a transformative journey with our Data Analysis course, designed for beginners. Dive deep into the world of data analysis, mastering essential techniques and tools. Gain practical skills in Data Analysis, empowering you to unlock insights and drive informed decisions. Start your Data Analysis journey today! Who is this course for? Data Analysis: Data Analysis Course Anyone looking to have a thorough grasp of data analysis in a commercial setting should take this Data Analysis: Data Analysis Course. Requirements Data Analysis: Data Analysis Course To enrol in this Data Analysis: Data Analysis Course, students must fulfil the following requirements. To join in our Data Analysis: Data Analysis Course, you must have a strong command of the English language. To successfully complete our Data Analysis: Data Analysis Course, you must be vivacious and self driven. To complete our Data Analysis: Data Analysis Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Data Analysis: Data Analysis Course. Career path Data Analysis: Data Analysis Course With the assistance of this Data Analysis Course, you can obtain work as a data analyst, business analyst, marketing analyst, or in related fields.

Business Process Management: Business Process Management Are you interested in pursuing a career in business process management? Our thorough training programme in business process management is intended to provide students with advanced knowledge and abilities in the field. This Business Process Management course will provide you with a thorough understanding of Business Process Management. also, the Business Process Management course describes various important concepts and strategies for using it. This Business Process Management course teaches how to evaluate and process enterprise systems architectures. Moreover, the Business Process Management course provides different methodologies and business process management techniques. To improve your career, enrol in this Business Process Management course right now! Learning Outcome of Business Process Management After completing the Business Process Management course, learners will know about: Introduction to business process management and how to evaluate enterprise systems architectures. The business process modelling foundation is a part of the Business Process Management course. This Business Process Management course teaches the process orchestrations, process choreographies and properties of business processes. Architectures and methodologies all are explained in this Business Process Management course. Business Process Management methodology is also included in our Business Process Management course. Special Offers of this Business Process Management: Business Process Management Course This Business Process Management: Business Process Management Course includes a FREE PDF Certificate Lifetime access to this Business Process Management: Business Process Management Course Instant access to this Business Process Management: Business Process Management Course Get FREE Tutor Support to this Business Process Management: Business Process Management Course Business Process Management: Business Process Management Elevate your expertise with our Business Process Management course, designed to give you a comprehensive understanding of essential BPM concepts and strategies. This Business Process Management course delves deep into methodologies, offering practical techniques to streamline operations and improve efficiency. Learn how to evaluate and optimize enterprise system architectures, ensuring your organization’s processes are robust and agile. With this Business Process Management course, you'll gain the skills needed to implement effective strategies and drive organizational success. Whether you’re looking to advance your career or improve your business, this Business Process Management course is your gateway to operational excellence. Who is this course for? Business Process Management: Business Process Management Our Business Process Management courses are for anyone who wants to enhance their skills and stay relevant in the job market. Requirements Business Process Management: Business Process Management To enrol in this Business Process Management Course, students must fulfil the following requirements. To join in our Business Process Management Course, you must have a strong command of the English language. To successfully complete our Business Process Management Course, you must be vivacious and self driven. To complete our Business Process Management: Business Process Management Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Business Process Management: Business Process Management Course. Career path Business Process Management: Business Process Management Enrolling in our Business Process Management courses will open up a wide range of job options for you in different sectors.

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? 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 Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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 Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

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