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You will master the fundamentals and more advanced principles of Python programming in this beginner's tutorial. This Python course covers every Python fundamental, including installation and more complex material such as Python data science.

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This Data Analysis and Data Science Bundle Consists of the following Premium courses: Course 01: Introduction to Data Analysis Course 02: Python for Data Analysis Course 03: Statistical Analysis Course 04: SQL NoSQL Big Data and Hadoop Course 05: Complete Microsoft Power BI 2021 Course 06: Data Analysis in Excel Level 3 Course Course 07: Data Analytics with Tableau Course 08: Basic Google Data Studio Course 09: Business Analytics Course 10: Complete Introduction to Business Data Analysis Level 3 Course 11: Business Intelligence and Data Mining Masterclass Course 12: Research Methods in Business Course 13: Computer Science: Graph Theory Algorithms Course 14: Data Protection and Data Security Level 2 Enrol now in Data Analysis and Data Science to advance your career, and use the premium study materials from Apex Learning. 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 (For The Title Course) Hard Copy Certificate: Free (For The Title Course) The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Data Analysis and Data Science expertise and essential knowledge, which will assist you in reaching your goal. Curriculum of Bundle Course 01: Introduction to Data Analysis Module 01: Introduction Module 02: Agenda and Principles of Process Management Module 03: The Voice of the Process Module 04: Working as One Team for Improvement Module 05: Exercise: The Voice of the Customer Module 06: Tools for Data Analysis Module 07: The Pareto Chart Module 08: The Histogram Module 09: The Run Chart Module 10: Exercise: Presenting Performance Data Module 11: Understanding Variation Module 12: The Control Chart Module 13: Control Chart Example Module 14: Control Chart Special Cases Module 15: Interpreting the Control Chart Module 16: Control Chart Exercise Module 17: Strategies to Deal with Variation Module 18: Using Data to Drive Improvement Module 19: A Structure for Performance Measurement Module 20: Data Analysis Exercise Module 21: Course Project Module 22: Test your Understanding Course 02: 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 matplotlib 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 & Visualization Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Python for Machine Learning - scikit-learn - Logistic Regression Model Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 03: Statistical Analysis Module 01: The Realm of Statistics Module 02: Basic Statistical Terms Module 03: The Center of the Data Module 04: Data Variability Module 05: Binomial and Normal Distributions Module 06: Introduction to Probability Module 07: Estimates and Intervals Module 08: Hypothesis Testing Module 09: Regression Analysis Module 10: Algorithms, Analytics and Predictions Module 11: Learning From Experience: The Bayesian Way Module 12: Doing Statistics: The Wrong Way Module 13: How We Can Do Statistics Better Course 04: SQL NoSQL Big Data and Hadoop Module 01: Introduction Module 02: Relational Database Systems Module 03: Database Classification Module 04: Key-Value Store Module 05: Document-Oriented Databases Module 06: Search Engines Module 07: Wide Column Store Module 08: Time Series Databases Module 09: Graph Databases Module 10: Hadoop Platform Module 11: Big Data SQL Engines Module 12: Distributed Commit Log Module 13: Summary Course 05: Complete Microsoft Power BI 2021 Module 01: Introduction Module 02: Preparing our Project Module 03: Data Transformation - The Query Editor Module 04: Data Transformation - Advanced Module 05: Creating a Data Model Module 06: Data Visualization Module 07: Power BI & Python Module 08: Storytelling with Data Module 09: DAX - The Essentials Module 10: DAX - The CALCULATE function Module 11: Power BI Service - Power BI Cloud Module 12: Row-Level Security Module 13: More data sources Module 14: Next steps to improve & stay up to date Course 06: Data Analysis in Excel Level 3 Course Modifying a Worksheet Working with Lists Analyzing Data Visualizing Data with Charts Using PivotTables and PivotCharts Working with Multiple Worksheets and Workbooks Using Lookup Functions and Formula Auditing Automating Workbook Functionality Creating Sparklines and Mapping Data Forecasting Data Course 07: Data Analytics with Tableau Module 01: Introduction to the Course Module 02: Project 1: Discount Mart (Sales and Profit Analytics) Module 03: Project 2: Green Destinations (HR Analytics) Module 04: Project 3: Superstore (Sales Agent Tracker) Module 05: Northwind Trade (Shipping Analytics) Module 06: Project 5: Tesla (Stock Price Analytics) Module 07: Bonus: Introduction to Database Concepts Module 08: Tableau Stories Course 08: Basic Google Data Studio Module 01: Introduction to GDS Module 02: Data Visualization Module 03: Geo-visualization Module 04: A Socio-Economic Case Study Course 09: Business Analytics Module 01: What is business analysis? Module 02: Strategy analysis Module 03: Collaboration Module 04: Requirements analysis and Design definition Module 05: Requirements lifecycle management Module 06: Solution quality Module 07: Stakeholder management Module 08: BA Governance Module 09: Legal notes and Copyright information Course 10: Complete Introduction to Business Data Analysis Level 3 Module 1: Statistics Fundamentals Module 2: Data Analysis Module 3: Probability Module 4: Random Variables and Discrete Distributions Module 5: Continuous Distributions Module 6: Sampling Distributions Module 7: Confidence Interval Module 8: Hypothesis Testing with One Sample Module 9: Hypothesis Testing with Two Samples Module 10: The Chi-Square Distribution Module 11: F Distribution and One-Way ANOVA Module 12: Correlation analysis Module 13: Simple Linear Regression Analysis Course 11: Business Intelligence and Data Mining Masterclass Module 01: What is Business Intelligence? Module 02: Starting Case in understanding BI needs in diff phase of business Module 03: Decision Making Process and Need of IT systems Module 04: Problem Structure and Decision Support System Module 05: Introduction to BI Applications Module 06: Dashboard presentation systems Module 07: Different Types of Charts used in 131 Dashboards Module 08: Good Dashboard and BSC Module 09: Examples of Bad Dashboards 1 Module 10: Examples of Bad Dashboards 2 And much more... Course 12: Research Methods in Business Section 01: Applied Project & Research Methods in Business Section 02: Writing a Purpose / Quantitative and Qualitative Research Approaches Section 03: Mixed Method Research Approaches, Ethical Considerations & Writing Effectively Written Methodology Part 3 !@@ Section 04: Writing Data Collection Tools, Qualitative & Quantitative Data Analysis Section 05: Comparing Findings to Literature and Writing the Final Paper Course 13: Computer Science: Graph Theory Algorithms Module 00: Promo Module 01: Introduction Module 02: Common Problem Module 03: Depth First Search Module 04: Breadth First Search Module 05: Breadth First Search Shortest Path on a Grid And much more... Course 14: Data Protection and Data Security Level 2 GDPR Basics GDPR Explained Lawful Basis for Preparation Rights and Breaches Responsibilities and Obligations CPD 165 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Data Analysis and Data Science bundle. Requirements Our Data Analysis and Data Science course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Data Analysis and Data Science 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 (Introduction to Data Analysis) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Introduction to Data Analysis) 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.

24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now! According to recent statistics, the IT sector is one of the fastest-growing industries in the UK, and it shows no signs of slowing down. As technology continues to transform the way we live and work, there is an ever-increasing demand for skilled IT professionals who can keep up with the pace of change. If you're looking to enter this exciting field or advance your existing IT skills, our Essential IT Training course is the perfect starting point. Our comprehensive Essential IT Training course covers everything from the basics of information technology (IT) to more advanced topics such as project management and database storage. You'll learn how to use word processing, presentation, and spreadsheet software, and gain valuable insights into communication and network technologies. In addition, you'll develop future skills that are essential for success in the fast-paced world of IT. By the end of this Essential IT Training, you'll have a solid foundation in IT and be able to navigate the latest software with ease. You'll also have the skills to manage IT projects, work with databases, and communicate effectively in a technology-driven environment. Whether you're just starting out or looking to advance your career, our Essential IT Training course will provide you with the skills you need to succeed. After this Essential IT Training, you will be able to learn: Understand the importance of IT in today's world. Develop essential skills in word processing, presentation, and spreadsheet software. Learn how to store and manage data effectively using databases. Develop communication and network skills essential for working in the IT industry. Learn about project management in an IT context. Gain future skills that are essential for success in the fast-paced world of IT. Why Prefer this Course? Opportunity to earn a certificate accredited by CPD after completing this IT Training Course Student ID card with amazing discounts - completely for FREE! (£10 postal charge will be applicable for international delivery) Standard-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Each of our students gets full 24/7 tutor support *** Course Curriculum *** Module 01: Introduction: A Transforming Technology Toward A Brave New World Attitudes And Phobias Technology As Progress Critical Approaches To Technology What Is Information? What Is Information Technology? Characteristics Of Information Technology Module 02: Importance Of Information Technology The Use Of Information Technology Business Information Technology Use In Organisations Benefits Of The Use Of Information Technology In Business Information Technology Use In Education Information Technology In Health Module 03: Communication And Network Types Of Communication Communication Systems Communication Channels Wireless Connections Connection Devices Data Transmission Mobile Internet Networks Network Types Module 04: Future Skills Required In Information Technology Future Trends Drivers Impact On Employment And Skills Short /Immediate Issues And The Impact On Skills Medium Term Issues And The Impact On Skills Long Term Issues And The Impact On Skills Module 05: Technology As A Foundation Skill Area The Development And Impact Of Technology Culture Schooling A New Learning Environment Using Information Technology An Integrated Approach Information Technology Literacy Outcomes Enhancing Classrooms With Information Technology Module 06: Word Processing Software History Of Word Processing Standard Features Of Word Processors Full-Featured Word Processors Introduction To Microsoft Office Scrolling A Document Moving The Insertion Pointer Moving In Small Increments (Basic Arrow Keys) Getting Lost And Going Back Editing Text Deleting Stuff Splitting And Joining Mistakes? Mistakes? Undo Them With Haste Module 07: Presentation Software Starting And Exiting PowerPoint Understanding The Screen Elements Working With The Ribbon Working With Collapsible Tab Groups Working With Backstage View Changing The View Normal View Notes Page View Zooming In And Out Enabling Optional Display Elements Gridlines Opening A New Display Window Using The Help System Using PowerPoint Support Resources Understanding Product Activation Adjusting Privacy Settings Module 08: Creating And Editing Spreadsheet (Part 1: The Basics Of Spreadsheets) Typing Data Into A Single Cell Typing Data In Multiple Cells Typing In Sequences With Autofill Formatting Numbers And Labels Formatting Numbers Displaying Negative Numbers Formatting Decimal Numbers Formatting Cells Formatting Fonts And Text Styles Formatting With Colour Adding Borders Module 09: Creating And Editing Spreadsheet (Part 2: Navigation And Edit) Navigating A Spreadsheet Using The Keyboard To Move Around A Spreadsheet Naming Cells Searching A Spreadsheet Searching For Formulas Editing A Spreadsheet Changing The Size Of Rows And Columns With The Mouse Typing The Size Of Rows And Columns Adding And Deleting Rows And Columns Adding Sheets Renaming Sheets Rearranging Sheets Clearing Data Printing Workbooks Adding A Header Or Footer Printing Gridlines Defining A Print Area Inserting And Removing Page Breaks Printing Row And Column Headings Defining Printing Margins Defining Paper Orientation And Size Printing In Excel Module 10: Storing Database Database Basics Designing A Database Editing And Modifying A Database Adding And Deleting A Field Defining The Type And Size Of A Field Typing Data Into A Database Using Datasheet View Using Form View Creating A Form Editing A Form Adding A Field Closing And Saving A Database Exiting Access Module 11: Information Technology Project Management Introduction To Project Management What Is Project? What Is Project Management? Project Stakeholders Project Management Tools And Techniques Project Scope Management Project Time Management Project Cost Management Assessment Process Once you have completed all the course modules, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Essential IT Training is ideal for: Students who are interested in pursuing a career in IT. Professionals who want to upskill and stay up-to-date with the latest IT technologies and trends. Anyone who wants to learn how to use common software tools used in the workplace. Career path After completing this Essential IT Training, you are to start your career or begin the next phase of your career in following fields: IT Support Specialist: £25,000 - £35,000 Database Administrator: £35,000 - £50,000 Network Administrator: £30,000 - £45,000 IT Project Manager: £45,000 - £60,000 Software Developer: £30,000 - £60,000 Business Analyst: £30,000 - £50,000 Certificates CPDQS Accredited Certificate Digital certificate - £10 CPDQS Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

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