18 Courses

Unlock the door to endless possibilities with our comprehensive bundle of courses: "Python for Machine Learning and Data Analytics." In the UK, professionals in these fields can enjoy lucrative career opportunities with average annual salaries ranging from £40,000 to £80,000+. Imagine yourself at the forefront of technological advancements, harnessing the power of Python programming to revolutionise data analysis, develop intelligent systems, and make informed business decisions. Introducing our captivating bundle of courses: "Python for Machine Learning and Data Analytics." Whether you're a novice seeking to enter the world of Python programming or an experienced professional looking to enhance your skills, this bundle is tailor-made for you. 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. Immerse yourself in these diverse, enthralling subjects, each designed to fuel your curiosity and enhance your knowledge. Dive in now! The courses in this bundle include: 1. Python For Beginners 2. Machine Learning Basics 3. Data Analytics Learning outcomes: * Gain proficiency in Python programming, from the basics to more advanced concepts, allowing you to develop efficient and robust code for data analysis and machine learning applications. * Understand the fundamental principles of machine learning, including different algorithms and techniques, enabling you to train models, make predictions, and evaluate their performance. * Acquire practical knowledge in data preprocessing, exploration, and visualisation techniques, empowering you to extract meaningful insights from complex datasets. * Develop the skills to implement machine learning algorithms and techniques in Python, creating intelligent systems that can adapt and learn from data. * Learn to effectively use Python libraries and frameworks such as NumPy, Pandas and Scikit-learn to streamline your data analysis and machine learning workflows. * Gain hands-on experience by working on real-world projects and exercises, solidifying your understanding of Python programming, machine learning, and data analytics. Introducing our captivating bundle of courses: "Python for Machine Learning and Data Analytics." Whether you're a novice seeking to enter the world of Python programming or an experienced professional looking to enhance your skills, this bundle is tailor-made for you. The Python For Beginners course comprehensively introduces Python programming. You will learn the basics of Python syntax, data structures, control flow, and functions. By the end of this course, you will have a solid understanding of Python fundamentals and be ready to dive deeper into advanced concepts. In the Machine Learning Basics course, you will explore the fundamentals of machine learning. You will learn different machine learning algorithms, such as regression, classification, and clustering, and understand how to train and evaluate models. Through hands-on projects, you will gain practical experience in developing machine-learning solutions. The Data Analytics course focuses on the art of extracting insights from data. You will learn data preprocessing techniques, exploratory data analysis, and data visualisation using Python libraries such as NumPy, Pandas, and Matplotlib. This course will equip you with the skills to make data-driven decisions and effectively communicate findings. CPD 25 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? This course is ideal for the following: * Aspiring data analysts seeking to enhance their skills in Python and data analytics. * Professionals are interested in entering the field of machine learning and data science. * Software developers want to expand their knowledge into machine learning and data analytics. * Business analysts who want to leverage Python and data analytics to gain valuable insights. * Students or graduates looking to enhance their employability with in-demand skills. CAREER PATH People tend to pursue these career paths in this sector: * Data Analyst: £25,000 - £45,000 per year * Machine Learning Engineer: £40,000 - £70,000 per year * Data Scientist: £45,000 - £80,000 per year * Business Analyst: £30,000 - £55,000 per year * Python Developer: £35,000 - £60,000 per year * Data Engineer: £40,000 - £70,000 per year * Research Scientist: £40,000 - £75,000 per year CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included CERTIFICATE OF COMPLETION Hard copy certificate - £9.99 Unlock your potential and showcase your accomplishments with our CPD Quality Standards certificates! Upon successful completion of the course, learners can obtain a CPD Quality Standards PDF certificate for Python For Beginners Part 1 absolutely free! Upon finishing Machine Learning Basics and Data Analytics, you'll have the opportunity to obtain valuable proof of your achievement. For just £4.99, we'll send you a CPD Quality Standards PDF Certificate via email, or if you prefer, you can get a beautifully printed hardcopy certificate for £9.99 in the UK. If you're located internationally, don't worry! We offer a printed hardcopy certificate for £14.99, ensuring your success knows no boundaries. Grab your certificate and celebrate your success today!

The purpose of this course is to teach you how to use Python for machine learning to create real-world algorithms. You will gain an in-depth understanding of the fundamentals of deep learning. This course will help you explore different frameworks in Python to solve real-world problems using the core concepts of deep learning and artificial intelligence.

>> 12-Hour Knowledge Knockdown! Prices Reduced Like Never Before << In the era of big data, the demand for skilled data science professionals has skyrocketed in the UK. According to a recent report, the data science job market in the UK is expected to grow by over 25% by 2026. Aside from that, Candidates with data science skills have a 96% employment rate and can earn on average £40,000 per year. Our Complete Data Science bundle is about to take you on a tour starting from the beginning. This CCTV Operator Training Bundle Contains 4 of Our Premium Courses for One Discounted Price: * Course 01: Complete Data Science * Course 02: Data Science with Python * Course 03: Information Management * Course 04: GDPR Data Protection Take our Complete Data Science Bundle to learn how to maximise your potential and climb your chosen professional ladder. By participating in these popular courses, you can learn the fundamentals of Python. Discover Python data types. Loops, list comprehension, functions, lambda expressions, maps, and filters should all be taught. Learn about the numpy. Indexing, slicing, broadcasting, and boolean masking are all covered in our Complete Data Science course. Recognise arithmetic and universal functions. Discover everything there is to know about pandas. Learn how to use Python to become an expert in data analysis and visualisation. Learning Outcomes of Data Science * Develop a comprehensive understanding of the data science lifecycle. * Master data analysis techniques and Python programming for data manipulation. * Gain proficiency in information management and data organization strategies. * Understand data protection regulations, including GDPR, and their implications. * Learn to build robust data-driven applications and predictive models. * Enhance data visualization skills for effective communication of insights. Invest in your future by enrolling today and gain a competitive edge in the rapidly evolving field of data science. Why Choose Our Data Science bund;e? * Get a Free CPD Accredited Certificate upon completion of Data Science * Get a free student ID card with Data Science Training * The Data Science is affordable and simple to understand * Lifetime access to the Data Science course materials * The Data Science comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Complete Data Science * 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 - (Additional Topic) * Natural Language Processing (NLP) - NLTK - (Additional Topic) Course 02: Data Science with Python * Unit 01: Introduction To Python Data Science * Unit 02: Data Cleaning Packages * Unit 03: Data Visualization Packages Course 03: Information Management * Module 01: Introduction To Information Management * Module 02: Information Management Strategy * Module 03: Databases And Information Management * Module 04: Management Information Systems (MIS) * Module 05: Auditing Information Systems * Module 06: Ethical And Social Issues And Data Protection Course 04: GDPR Data Protection * Module 01: Basics Of GDPR * Module 02: Principles Of GDPR * Module 03: Legal Foundation For Processing * Module 04: Rights Of Individuals * Module 05: Accountability And Governance * Module 06: Data Protection Officer * Module 07: Security Of Data * Module 08: Personal Data Breaches * Module 09: International Data Transfers After The Brexit * Module 10: Exemptions - Part One and much more... How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. * PDF Certificate: Free (Previously it was £12.99*4 = £51) * CPD Hard Copy Certificate: £29.99 (Each) CPD 40 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? This Data Science bundle is suitable for everyone. This bundle is ideal for: * Data scientist * Data analyst-statistician * CSE Students * Interns * App Developer * Coders' REQUIREMENTS You will not need any prior background or expertise to enrol in this Data Science bundle. CAREER PATH This Data Science Training bundle will allow you to kickstart or take your career in the related sector to the next stage. * Data Analyst * Data Scientist * Business Analyst * Marketing Analyst * Data Engineer CERTIFICATES CPD ACCREDITED DIGITAL CERTIFICATE Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD ACCREDITED HARD COPY CERTIFICATE Hard copy certificate - £29 Please note that International students have to pay an additional £10 as a shipment fee.

Best Price Of The Market Give a compliment to your career and take it to the next level. This Database Administrator bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this Database Administrator bundle will help you stay ahead of the pack. Throughout the Database Administrator programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this Database Administrator course, you will get 10 premium courses, an originalhardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Database Administrator Bundle Consists of the following Premium courses: * Course 01: Introduction to Data Analysis * Course 02: Data Center Training Essentials: General Introduction * Course 03: Data Analytics with Tableau * Course 04: Basic Google Data Studio * Course 05: Complete Google Analytics Course * Course 06: Python for Data Analysis * Course 07: Data Analysis in Excel Level 3 Course * Course 08: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query * Course 09: GDPR Data Protection Level 5 * Course 10: Level 3 Cyber Security * Course 11: Encryption Enrol now in Database Administrator to advance your career, and use the premium study materials from Apex Learning. How will I get my Certificate? After successfully completing the Database Administrator course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. * PDF Certificate: Free (Previously it was £10 * 11 = £110) * Hard Copy Certificate: Free (For The Title Course) PS The delivery charge inside the UK is £3.99, and the international students have to pay £9.99. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Database Administrator expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. 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: Data Center Training Essentials: General Introduction * Module 01: Data Center Introduction * Module 02: Data Center Reliability * Module 03: Data Center Equipment * Module 04: Data Center White Space * Module 05: Data Center Support Spaces * Module 06: Data Center Security, Safety, Networks and IT Course 03: 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 04: 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 05: Complete Google Analytics Course * Module 01: Overview * Module 02: Navigation and Admin * Module 03: Creating a New Google Analytics Account * Module 04: Website Account Creation * Module 05: Connecting To WordPress Website * Module 06: Connecting To HTML Site * Module 07: Connect Custom Page and Site Builders * Module 08: Setting Up Annotations * Module 09: Setting Up Intelligence Events * Module 10: Set Up Custom Segments * Module 11: Export Data for Analysis * Module 12: Set Up Custom Reports * Module 13: Set Up Google Integrations * Module 14: Google Analytics Templates * Module 15: Real Time Reporting * Module 16: Setting Up Goals * Module 17: Third Party Integrations * Module 18: Audience Menu Overview * Module 19: Interests and Geography * Module 20: Conclusion Course 06: 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 07: 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 08: 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 and Pivot Table * Advanced VBA Prepaid Expenses Amortisation Model * BONUS: Dynamic Dashboard for Divisional Profit and Loss statements: Easy Way * Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic * Thankyou Course 09: GDPR Data Protection Level 5 * Module 01: GDPR Basics * Module 02: GDPR Explained * Module 03: Lawful Basis for Preparation * Module 04: Rights and Breaches * Module 05: Responsibilities and Obligations Course 10: Level 3 Cyber Security * FUNDAMENTALS OF NETWORKING * GETTING STARTED WITH CYBER SECURITY * LET'S BEGIN - THE FUNDAMENTALS OF CYBER SECURITY * DIVING DEEP INTO CYBER SECURITY * TYPES OF ACTORS, ATTACKS, MALWARE AND RESOURCES * FIREWALLS AND ANTIVIRUS * KEY SECURITY CONCEPTS Course 11: Encryption * Section 01: Introduction * Section 02: Basics of Common Encryption * Section 03: Technical Aspects of Encryption * Section 04: AES Basic Tech Demo * Section 05: File and System Encryption * Section 06: Conclusion CPD 120 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? Anyone from any background can enrol in this Database Administrator bundle. REQUIREMENTS This Database Administrator course has been designed to be fully compatible with tablets and smartphones. CAREER PATH 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.

Give a compliment to your career and take it to the next level. This SQL (Structured Query Language) will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this coursewill help you keep ahead of the pack. The course incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this SQL (Structured Query Language) will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the SQL (Structured Query Language), you can equip yourself with the essentials to keep you afloat into the competition. Along with this SQL (Structured Query Language) course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Bundle Consists of the following Premium courses: * Course 01: SQL Server for Beginners * Course 02: Microsoft SQL Server Development for Everyone * Course 03: Python for Data Analysis * Course 04: Coding with HTML, CSS, & JavaScript * Course 05: Modern Web Designing - Level 2 * Course 06: Diploma in PHP Web Development * Course 07: Front End Web Development Diploma * Course 08: Secure Programming of Web Applications * Course 09: Linux for Absolute Beginners! * Course 10: Ethical Hacking * Course 11: Creativity and Problem Solving Skills So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this SQL (Structured Query Language): * One payment, but lifetime access to 11 CPD courses * Certificate, student ID for the title course included in a one-time fee * Full tutor support available from Monday to Friday * Free up your time - don't waste time and money travelling for classes * Accessible, informative modules taught by expert instructors * Learn at your ease - anytime, from anywhere * Study the course from your computer, tablet or mobile device * CPD accredited course - improve the chance of gaining professional skills 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 (Previously it was £6*11 = £66) * Hard Copy Certificate: Free (For The Title Course: Previously it was £10) Curriculum of the Bundle Course 01: SQL Server for Beginners * Introduction * Setup * Basic queries * Security * MSSQL and different drivers * Files * General Course 02: Microsoft SQL Server Development for Everyone * Introduction * Manipulating Tables and Data * Relationships Foreign Keys * Group By and Aggregate Functions * Advanced Server Objects and Concepts Course 03: 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 04: Coding with HTML, CSS, & Javascript * Welcome * HTML 5 * CSS 3 * Bootstrap * Project 1 - Design a Landing Page * Project 2 - Business Website * SProject 3 - Portfolio Course 05: Modern Web Designing - Level 2 Module: 01 * 1.1 Intro * 1.2 Install the Tools and Get Started Module: 02 * 2.1 Intro to HTML * 2.2 What is HTML * 2.3 Start a New HTML File & Use Tags * 2.4 Header Tags * 2.5 Edit Text * 2.6 Links * 2.7 Images * 2.8 Lists * 2.9 Challenge * 2.10 HTML Outro Module: 03 * 3.1 CSS Intro * 3.2 Add CSS Styles * 3.3 Classes and IDs * 3.4 Borders * 3.5 Sizing * 3.6 Padding and Margin * 3.7 Text Styles * 3.8 DIVs * 3.9 Postioning * 3.10 Hover * 3.11 Easily Center Elements * 3.12 Fonts * 3.13 Challenge * 3.14 CSS Outro Module: 04 * 4.1 Intro to Bootstrap * 4.2 Install Bootstrap * 4.3 Indenting and Containers * 4.4 The Grid System * 4.5 Images * 4.6 Buttons * 4.7 Challenge * 4.8 Bootstrap Outro Module: 05 * 5.1 Landing Page Intro * 5.2 Sketch Your Landing Page * 5.3 The Top Section * 5.4 Polish the Top Section * 5.5 Adding Images * 5.6 The Main Points Section * 5.7 Collecting Emails With an Opt-In Form * 5.8 Challenge * 5.9 Landing Page Outro Module: 06 * 6.1 Business Site Intro * 6.2 Sketch Up * 6.3 Using Fancy Font Logo * 6.4 Carousel Basics * 6.5 Carousel Extras * 6.6 Text on Images * 6.7 Phone Number Icon * 6.8 Google Maps * 6.9 Font Awesome * 6.10 Challenge * 6.11 Business Site Outro Module: 07 * 7.1 Intro * 7.2 Portfolio Sketch * 7.3 Jumbotron * 7.4 Nav Bar * 7.5 Panels * 7.6 Challenge * 7.7 Portfolio Outre Module: 08 * 8.1 Hosting * 8.2 Bluehost * 8.3 Uploading * 8.4 Tips * 8.5 Hosting Outro Course 06: Diploma in PHP Web Development * Unit 01: Introduction * Unit 02: Environment Configuration * Unit 03: PHP Basics and Syntax * Unit 04: PHP Forms and MySQL and User Authentication Course 07: Front End Web Development Diploma * Welcome to the course! * Web Development Basics - HTML * Advanced HTML Concepts * Introduction to Cascading Style Sheets (CSS) * Advanced CSS * JavaScript for Begeinners * More JavaScript Concepts * Getting Started with jQuery * More jQuery * Bootstrap Basics * Project #2 - Pipboy from Fallout 4 * Project #3 - Google Chrome Extension * BONUS - Coding Another Google Chrome Extension Course 08: Secure Programming of Web Applications * Section 01: Introduction * Section 02: Well-known Vulnerabilities and Secure Programming * Section 03: Conclusion and Summary Course 09: Linux for Absolute Beginners! * Introduction to Linux * Linux Installation * Linux Command Line Interface (CLI) Essentials * Advanced CLI Usage * Linux Development Tools * Web Development Project * Web Server Setup, Host Cofiguration and App Deployment * Linux User Management * Linux Network Administration Course 10: Ethical Hacking * Introduction to Ethical Hacking * Reconnaissance - Surveying the Attack Surface * Scanning and Enumeration - Getting Down to Business * Network Presence * Attacking * Web Hacking * Social Engineering - Hacking Humans Course 11: Creativity and Problem Solving Skills * Getting Started * The Problem Solving Method * Information Gathering * Problem Definition * Preparing for Brainstorming * Generating Solutions (I) * Generating Solutions (II) * Analyzing Solutions * Selecting a Solution * Planning Your Next Steps * Recording Lessons Learned CPD 135 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? Anyone from any background can enrol in this SQL (Structured Query Language) bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. REQUIREMENTS Our SQL (Structured Query Language) 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 expertise will increase the value in your CV and open you up to multiple job sectors. CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included CERTIFICATE OF COMPLETION Hard copy certificate - Included You will get the Hard Copy certificate for the title course (SQL Server for Beginners) 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.

***Limited Time Exclusive Bundle*** Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for a Database Administrator course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this extensive bundle that has everything you need to succeed. After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one Database Administrator bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Database Administrator course that will enhance your skills and prepare you for the competitive job market. Also, our experts are available for answering your queries on Database Administrator and help you along your learning journey. Advanced audio-visual learning modules of these Database Administrator courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Database Administrator, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Database Administrator Bundle Consists of the following Premium courses: * Course 01: Introduction to Data Analysis * Course 02: Data Center Training Essentials: General Introduction * Course 03: Data Analytics with Tableau * Course 04: Basic Google Data Studio * Course 05: Complete Google Analytics Course * Course 06: Python for Data Analysis * Course 07: Data Analysis in Excel Level 3 Course * Course 08: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query * Course 09: GDPR Data Protection Level 5 * Course 10: Level 3 Cyber Security * Course 11: Encryption * Course 12: Windows 10 Pro Complete Training * Course 13: Functional Skills IT * Course 14: Learning Computers and Internet Level 2 Benefits you'll get choosing Apex Learning: * Pay once and get lifetime access to 14 CPD courses * Free e-Learning App for engaging reading materials & helpful assistance * Certificates, student ID for the title course included in a one-time fee * Free up your time - don't waste time and money travelling for classes * Accessible, informative modules designed by expert instructors * Learn at your ease - anytime, from anywhere * Study the course from your computer, tablet or mobile device * CPD accredited course - improve the chance of gaining professional skills * Gain valuable knowledge without leaving your home 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 Database Administrator 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: Data Center Training Essentials: General Introduction * Module 01: Data Center Introduction * Module 02: Data Center Reliability * Module 03: Data Center Equipment * Module 04: Data Center White Space * Module 05: Data Center Support Spaces * Module 06: Data Center Security, Safety, Networks and IT Course 03: 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 04: 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 05: Complete Google Analytics Course * Module 01: Overview * Module 02: Navigation and Admin * Module 03: Creating a New Google Analytics Account * Module 04: Website Account Creation * Module 05: Connecting To WordPress Website * Module 06: Connecting To HTML Site * Module 07: Connect Custom Page and Site Builders * Module 08: Setting Up Annotations * Module 09: Setting Up Intelligence Events * Module 10: Set Up Custom Segments * Module 11: Export Data for Analysis * Module 12: Set Up Custom Reports * Module 13: Set Up Google Integrations * Module 14: Google Analytics Templates * Module 15: Real Time Reporting * Module 16: Setting Up Goals * Module 17: Third Party Integrations * Module 18: Audience Menu Overview * Module 19: Interests and Geography * Module 20: Conclusion Course 06: 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 07: 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 08: 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 and Pivot Table * Advanced VBA Prepaid Expenses Amortisation Model * BONUS: Dynamic Dashboard for Divisional Profit and Loss statements: Easy Way * Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic * Thankyou Course 09: GDPR Data Protection Level 5 * Module 01: GDPR Basics * Module 02: GDPR Explained * Module 03: Lawful Basis for Preparation * Module 04: Rights and Breaches * Module 05: Responsibilities and Obligations Course 10: Level 3 Cyber Security * FUNDAMENTALS OF NETWORKING * GETTING STARTED WITH CYBER SECURITY * LET'S BEGIN - THE FUNDAMENTALS OF CYBER SECURITY * DIVING DEEP INTO CYBER SECURITY * TYPES OF ACTORS, ATTACKS, MALWARE AND RESOURCES * FIREWALLS AND ANTIVIRUS * KEY SECURITY CONCEPTS Course 11: Encryption * Section 01: Introduction * Section 02: Basics of Common Encryption * Section 03: Technical Aspects of Encryption * Section 04: AES Basic Tech Demo * Section 05: File and System Encryption * Section 06: Conclusion Course 12: Windows 10 Pro Complete Training * Module 01: Course Overview * Module 02: Building Your Virtual Lab Environment * Module 03: Upgrading Windows 7, 8, or 8.1 to Windows 10 * Module 04: Building a Microsoft Server 2016 Domain * Module 05: Windows Deployment Services (WDS) * Module 06: Windows 10 Firewall, Windows Defender and UAC * Module 07: Networking * Module 08: Troubleshooting * Module 09: User Preferences * Module 10: Maintenance Course 13: Functional Skills IT * Section 1: Introduction * Section 2: Information Technology * Section 3: Components of IT * Section 4: Hardware * Section 5: Operating System * Section 6: Application/Software * Section 7: Networking * Section 8: Security * Section 9: Traffic Flow & Enterprise Level IT Components * Section 10: Storage * Section 11: Database * Section 12: Virtualisation & Cloud * Section 13: Management & Other IT Jobs Course 14: Learning Computers and Internet Level 2 * Module 01 : Computer Operating and Troubleshooting * Module 02 : Internet and Computing - Key Applications * Module 03 : Internet and Computing - Tools & Networking * Module 04 : Windows 8 for PC * Module 05 : Windows 10 - New Developments * Module 06 : Cyber Security Awareness CPD 160 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? Anyone from any background can enrol in this Database Administrator bundle. REQUIREMENTS Our Database Administrator course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. CAREER PATH Having this Database Administrator 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.

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Data Science Course Bundle 2022 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. The world is one big data bank, and data science is one of the most demanding professional sectors of the present era. The analytical and programming-oriented field of data science has limited resources for candidates to learn and develop skills, which is why you need our highly advanced [course_title] course.With step-by-step interactive video content, our training will equip you with extensive knowledge and expertise in data science, including machine learning. 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Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: * One payment, but lifetime access to 11 CPD courses * Certificates, student ID for the title course included in a one-time fee * Full tutor support available from Monday to Friday * Free up your time - don't waste time and money travelling for classes * Accessible, informative modules taught by expert instructors * Learn at your ease - anytime, from anywhere * Study the course from your computer, tablet or mobile device * CPD accredited course - improve the chance of gaining professional skills * Gain valuable knowledge without leaving your home What other courses are included with this Course? 1. Level 2 Microsoft Office Essentials 2. Microsoft Teams 3. Leadership & Management Diploma 4. Working from Home Essentials 5. Mental Health and Working from Home 6. Online Meeting Management 7. Effective Communication Skills 8. Time Management 9. Report Writing 10. Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up * Welcome & Course Overview * Set-up the Environment for the Course (lecture 1) * Set-up the Environment for the Course (lecture 2) * Two other options to setup environment Python Essentials * Python data types Part 1 * Python Data Types Part 2 * Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) * Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) * Python Essentials Exercises Overview * Python Essentials Exercises Solutions Python for Data Analysis using NumPy * What is Numpy? A brief introduction and installation instructions. * NumPy arrays, built-in methods, array methods and attributes. * Indexing, slicing, broadcasting & boolean masking * Arithmetic Operations & Universal Functions * Exercises Overview * Exercises Solutions Python for Data Analysis using Pandas * What is pandas? A brief introduction and installation instructions. * Pandas Introduction * Pandas Data Structures - Series * Pandas Data Structures - DataFrame * Handling Missing Data * Data Wrangling - Combining, merging, joining * Groupby * Useful Methods and Operations * Project 1 (Overview) Customer Purchases Data * Project 1 (Solutions) Customer Purchases Data * Project 2 (Overview) Chicago Payroll Data * Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib * Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach * Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach * Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach * Matplotlib Essentials - Exercises Overview * Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn * Introduction & Installation * Distribution Plots * Categorical Plots (Part 1) * Categorical Plots (Part 2) * Axis Grids * Matrix Plots * Regression Plots * Controlling Figure Aesthetics * Exercises Overview * Exercise Solutions Python for Data Visualization using pandas * Pandas Built-in Data Visualization * Pandas Data Visualization Exercises Overview * Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks * Interactive & Geographical Plotting (Part 1) * Interactive & Geographical Plotting (Part 2) * Interactive & Geographical Plotting Exercises (Overview) * Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization * Project 1 - Oil vs Banks Stock Price during recession (Overview) * Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) * Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) * Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) * Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model * Introduction to ML - What, Why and Types….. * Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff * Linear Regression Model - Hands-on (Part 1) * Linear Regression Model Hands-on (Part 2) * Good to know! How to save and load your trained Machine Learning Model! * Linear Regression Model (Insurance Data Project Overview) * Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model * Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificity…etc. * Logistic Regression Model - Hands-on (Part 1) * Logistic Regression Model - Hands-on (Part 2) * Logistic Regression Model - Hands-on (Part 3) * Logistic Regression Model - Hands-on (Project Overview) * Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors * Theory: K Nearest Neighbors, Curse of dimensionality …. * K Nearest Neighbors - Hands-on * K Nearest Neighbors (Project Overview) * K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests * Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging…. * Decision Tree and Random Forests - Hands-on (Part 1) * Decision Tree and Random Forests (Project Overview) * Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) * Support Vector Machines (SVMs) - (Theory Lecture) * Support Vector Machines - Hands-on (SVMs) * Support Vector Machines (Project 1 Overview) * Support Vector Machines (Project 1 Solutions) * Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering * Theory: K Means Clustering, Elbow method ….. * K Means Clustering - Hands-on * K Means Clustering (Project Overview) * K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) * Theory: Principal Component Analysis (PCA) * Principal Component Analysis (PCA) - Hands-on * Principal Component Analysis (PCA) - (Project Overview) * Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) * Theory: Recommender Systems their Types and Importance * Python for Recommender Systems - Hands-on (Part 1) * Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) * Natural Language Processing (NLP) - (Theory Lecture) * NLP-Challenges, Data Sources, Data Processing ….. * Feature Engineering and Text Preprocessing in Natural Language Processing * NLP - Tokenization, Text Normalization, Vectorization, BoW…. * BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes … * Pipeline feature to assemble several steps for cross-validation… 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 (Previously it was £10 * 11 = £110) * Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. REQUIREMENTS Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 this CPD certificate 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. CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included

Give a compliment to your career and take it to the next level. This Web Application Penetration Testing & Security will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Web Application Penetration Testing & Security will help you keep ahead of the pack. The Web Application Penetration Testing & Security incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this Web Application Penetration Testing & Security will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Web Application Penetration Testing & Security, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Web Application Penetration Testing & Security course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Bundle Consists of the following Premium courses: * Course 01: Complete Web Application Penetration Testing & Security * Course 02: Secure Programming of Web Applications * Course 03: GDPR Data Protection Level 5 * Course 04: Front End Web Development Diploma * Course 05: Modern Web Designing - Level 2 * Course 06: WebGL 2D/3D Programming and Graphics Rendering * Course 07: Python for Data Analysis * Course 08: Network Security Level 2 * Course 09: SQL Server for Beginners * Course 10: Functional Skills IT * Course 11: Level 2 Microsoft Office Essentials As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Web Application Penetration Testing & Security to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Web Application Penetration Testing & Security: * One payment, but lifetime access to 11 CPD courses * Certificate, student ID for the title course included in a one-time fee * Full tutor support available from Monday to Friday * Free up your time - don't waste time and money travelling for classes * Accessible, informative modules taught by expert instructors * Get 24/7 help or advice from our email and live chat teams * Learn at your ease - anytime, from anywhere * Study the course from your computer, tablet or mobile device * CPD accredited course - improve the chance of gaining professional skills 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 Certificates: Free (Previously it was £10*11= £110) * Hard Copy Certificates: Free (Previously it was £20*11= £220) Curriculum of the Bundle Course 01: Complete Web Application Penetration Testing & Security * Unit 01: Introduction * Unit 02: BE PREPARED * Unit 03: WEB APPLICATION TECHNOLOGIES * Unit 04: INFORMATION GATHERING - MAPPING THE APPLICATIONS * Unit 05: CROSS-SITE SCRIPTING ATTACKS - XSS * Unit 06: SQL INJECTION ATTACKS - EXPLOITATIONS * Unit 07: CROSS SITE REQUEST FORGERY - XSRF * Unit 08: AUTHENTICATION & AUTHORIZATION ATTACKS * Unit 09: CLIENT SIDE SECURITY TESTING * Unit 10: FILE RELATED VULNERABILITIES * Unit 11: XML EXTERNAL ENTITY ATTACKS - XXE Course 02: Secure Programming of Web Applications * Section 01: Introduction * Section 02: Well-known Vulnerabilities and Secure Programming * Section 03: Conclusion and Summary Course 03: GDPR Data Protection Level 5 * Module 01: GDPR Basics * Module 02: GDPR Explained * Module 03: Lawful Basis for Preparation * Module 04: Rights and Breaches * Module 05: Responsibilities and Obligations Course 04: Front End Web Development Diploma * Welcome to the course! * Web Development Basics - HTML * Advanced HTML Concepts * Introduction to Cascading Style Sheets (CSS) * Advanced CSS * JavaScript for Begeinners * More JavaScript Concepts * Getting Started with jQuery * More jQuery * Bootstrap Basics * Project #2 - Pipboy from Fallout 4 * Project #3 - Google Chrome Extension * BONUS - Coding Another Google Chrome Extension Course 05: Modern Web Designing - Level 2 Module: 01 * 1.1 Intro * 1.2 Install the Tools and Get Started Module: 02 * 2.1 Intro to HTML * 2.2 What is HTML * 2.3 Start a New HTML File & Use Tags * 2.4 Header Tags * 2.5 Edit Text * 2.6 Links * 2.7 Images * 2.8 Lists * 2.9 Challenge 1 * 2.10 HTML Outro Module: 03 * 3.1 CSS Intro * 3.2 Add CSS Styles * 3.3 Classes and IDs * 3.4 Borders * 3.5 Sizing * 3.6 Padding and Margin * 3.7 Text Styles * 3.8 DIVs * 3.9 Postioning * 3.10 Hover * 3.11 Easily Center Elements * 3.12 Fonts * 3.13 Challenge * 3.14 CSS Outro Module: 04 * 4.1 Intro to Bootstrap * 4.2 Install Bootstrap * 4.3 Indenting and Containers * 4.4 The Grid System * 4.5 Images * 4.6 Buttons * 4.7 Challenge 3 * 4.8 Bootstrap Outro Module: 05 * 5.1 Landing Page Intro * 5.2 Sketch Your Landing Page * 5.3 The Top Section * 5.4 Polish the Top Section * 5.5 Adding Images * 5.6 The Main Points Section * 5.7 Collecting Emails With an Opt-In Form * 5.8 Challenge 4 * 5.9 Landing Page Outro Module: 06 * 6.1 Business Site Intro * 6.2 Sketch Up * 6.3 Using Fancy Font Logo * 6.4 Carousel Basics * 6.5 Carousel Extras * 6.6 Text on Images * 6.7 Phone Number Icon * 6.8 Google Maps * 6.9 Font Awesome * 6.10 Challenge 4 * 6.11 Business Site Outro Module: 07 * 7.1 Intro * 7.2 Portfolio Sketch * 7.3 Jumbotron * 7.4 Nav Bar * 7.5 Panels * 7.6 Challenge 5 * 7.7 Portfolio Outre Module: 08 * 8.1 Hosting * 8.2 Bluehost * 8.3 Uploading * 8.4 Tips * 8.5 Hosting Outro Course 06: WebGL 2D/3D Programming and Graphics Rendering * Section 01: Introduction * Section 02: Drawing Objects * Section 03: Colours and Textures * Section 04: Moving & Transforming Objects * Section 05: Movement & Camera * Section 06: Lighting & Shading Course 07: 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 08: Network Security Level 2 * Security and Risk Management * Asset Security * Security Engineering * Communication and Network Security * Identity and Access Management * Security Assessment and Testing * Security Operations * Software Development Security Course 09: SQL Server for Beginners * Introduction * Setup * Basic queries * Security * MSSQL an ddifferent drivers * Files * General Course 10: Functional Skills IT * Section 1: Introduction * Section 2: Information Technology * Section 3: Components of IT * Section 4: Hardware * Section 5: Operating System * Section 6: Application/Software * Section 7: Networking * Section 8: Security * Section 9: Traffic Flow & Enterprise Level IT Components * Section 10: Storage * Section 11: Database * Section 12: Virtualisation & Cloud * Section 13: Management & Other IT Jobs Course 11: Level 2 Microsoft Office Essentials Excel 2016 * Getting Started with Microsoft Office Excel 2016 * Performing Calculations * Modifying a Worksheet * Formatting a Worksheet * Printing Workbooks * Managing Workbooks Word 2016 * Getting Started with Word * Formatting Text and Paragraphs * Working More Efficiently * Managing Lists * Adding Tables * Inserting Graphic Objects * Controlling Page Appearance * Preparing to Publish a Document * Workbooks - Microsoft Word 2016 (Beginner) PowerPoint 2016 * PowerPoint Interface * Presentation Basics * Formatting * Inserting Options * Working with Objects * Table * Charts * Review and Presentatin Access 2016 * Introduction to Access * Modify Data * Working with Queries * Access Forms * Working with Reports CPD 135 CPD hours / points Accredited by CPD Quality Standards WHO IS THIS COURSE FOR? Anyone from any background can enrol in this Web Application Penetration Testing & Security bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. REQUIREMENTS Our Web Application Penetration Testing & Security 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 expertise will increase the value in your CV and open you up to multiple job sectors. CERTIFICATES CERTIFICATE OF COMPLETION Digital certificate - Included

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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.

LEARNING OUTCOMES After completing this course, learners will be able to: * Learn Python for data analysis using NumPy and Pandas * Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas * Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks * Understand Python for data science and machine learning  * Get acquainted with Recommender Systems with Python * Enhance your understanding of Python for Natural Language Processing (NLP) DESCRIPTION Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. CERTIFICATE OF ACHIEVEMENT After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  METHOD OF ASSESSMENT After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. CAREER PATH After completing this course, you can explore various career options such as * Web Developer * Software Engineer * Data Scientist * Machine Learning Engineer * Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. COURSE CONTENT 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 Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 FREQUENTLY ASKED QUESTIONS Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.