4113 Computing courses in Ringwood delivered On Demand

PAT Testing: PAT Testing Training Online Do you want to prevent workplace hazards? If so then join our PAT Testing: PAT Testing Training Training course to learn about electrical fires, electrical shocks or other hazards and be aware of how to perform maintenance check-ups. This PAT Testing: PAT Testing Training course is designed to help you familiarize yourself with testing technical appliances. Also, this PAT Testing: PAT Testing Training course teaches you to be able to know how to assess and minimize risks. Throughout the PAT Testing: PAT Testing (Portable Appliance Testing) course, you can learn to carry out inspections by using a PAT Testing: PAT Testing device. Overall, the PAT Testing: PAT Testing (Portable Appliance Testing) course helps to understand the safety procedures that need to be in place when using portable appliances at work. Enrol the PAT Testing: PAT Testing Training course to ensure a low-risk and healthy workplace. Special Offers of this PAT Testing: PAT Testing Training Course: This PAT Testing: PAT Testing Training Course includes a FREE PDF Certificate. Lifetime access to this PAT Testing: PAT Testing Training Course Instant access to this PAT Testing: PAT Testing Training Course 24/7 Support Available to this PAT Testing: PAT Testing Training Course PAT Testing: PAT Testing Training Online This PAT Testing: PAT Testing Training (Portable Appliance Testing) course is designed to help you familiarise yourself with testing technical appliances. Also, this PAT Testing: PAT Testing Training (Portable Appliance Testing) course teaches you to be able to know how to assess and minimise risks. Throughout the PAT Testing: PAT Testing Training (Portable Appliance Testing) course, you can learn to carry out inspections by using a PAT Testing: PAT Testing device. Overall, the PAT Testing: PAT Testing Training (Portable Appliance Testing) course helps to understand the safety procedures that need to be in place when using portable appliances at work. Course Completion Certificate After Completing this PAT Testing: PAT Testing Training Course, you will receive a CPD Certified PAT Testing: PAT Testing Training Course from School of Health Care. You will also obtain a PAT Testing: PAT Testing Training Course completion certificate from Reed. Who is this course for? PAT Testing: PAT Testing Training Online Electricians, appliance servicers, equipment testers or any inspiring individual can take this PAT Testing: PAT Testing Training course. Requirements PAT Testing: PAT Testing Training Online To enrol in this PAT Testing: PAT Testing Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our PAT Testing: PAT Testing Training Course. Be energetic and self-motivated to complete our PAT Testing: PAT Testing Training Course. Basic computer Skill is required to complete our PAT Testing: PAT Testing Training Course. If you want to enrol in our PAT Testing: PAT Testing Training Course, you must be at least 15 years old. Career path PAT Testing: PAT Testing Training Online This PAT Testing: PAT Testing Training course helps to explore opportunities such as PAT Tester Appliance Tester Appliance Servicer Appliance Repairer Electrician Equipment Tester

When information flows freely across emails, servers and shared drives, who’s keeping an eye on what goes where? The Information Governance Training Course gives you a solid grasp of how information should be handled, stored, and shared responsibly—without overloading you with jargon or abstract concepts. It covers the rules and good habits that help prevent data breaches, mishandling of documents, and those accidental “reply-alls” that could land you in trouble. Whether you're working in healthcare, education, finance, or the local bakery with a very organised spreadsheet, understanding information governance is no longer optional. This course walks you through data protection, record management, information security and your legal duties, all with a touch of clarity (and a pinch of dry humour where appropriate). If you've ever wondered what happens when data goes wandering, this is the place to get your answers—before it’s your inbox in the headlines. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Lesson 1: Introduction to Information Governance Lesson 2: Data Protection and Privacy Lesson 3: Records Management Lesson 4: Information Security Lesson 5: Cybersecurity Lesson 6: Privacy, Confidentiality and Freedom of Information Lesson 7: Data Governance Lesson 8: Information Risk Management Lesson 9: Information Ethics Lesson 10: Compliance and Auditing Lesson 11: Information Governance in Practice Learning Outcomes: Gain an in-depth understanding of Information Governance. Master data protection and privacy regulations. Learn effective records management practices. Enhance information security and cybersecurity knowledge. Understand the principles of data governance. Apply ethical standards to information management. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Data protection officers and compliance professionals. Records managers and archivists. IT and security professionals seeking to expand their knowledge. Legal professionals involved in data compliance. Managers responsible for data handling and security. Compliance auditors and risk managers. Anyone looking to ensure data integrity and compliance. Individuals interested in a career in Information Governance. Career path Data Protection Officer Records Manager Information Security Analyst Compliance Officer Risk Management Specialist Privacy Officer Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

In a world where every click leaves a trace, digital forensic science has become the modern detective's magnifying glass. From deleted texts to encrypted drives, the truth rarely hides for long when science meets cyber investigation. This course takes you into the fascinating world of digital trails, revealing how data is tracked, analysed and used in investigations across law enforcement, business, and cybersecurity sectors. You'll explore how evidence is gathered from devices, how experts think like digital sleuths, and what methods are used to maintain integrity throughout. Whether you’re interested in solving cybercrimes, working with legal investigations, or simply curious about what really happens behind the scenes of a digital breach, this course gives you the core knowledge needed to understand how today’s digital world can be decoded. It’s sharp, informative, and doesn’t involve lab coats or spy gadgets—just pure digital know-how. The demand for digital forensic analysts has risen by over 21% in the last five years in the UK alone, and with cyber threats only growing, it’s not slowing down anytime soon. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 1: Introduction to Digital Forensics Module 2: Digital Forensic Investigation Module 3: Evidence Management Module 4: Apprehending Offenders Module 5: Maintain Evidence-Based Reporting Module 6: File System Analysis Part-1 Module 7: File System Analysis Part-2 Module 8: Network Forensics Module 9: Memory Forensics Module 10: Digital Evidence in the Courtroom Learning Outcomes: Conduct effective digital investigations using specialised techniques. Manage and preserve digital evidence with meticulous attention to detail. Apprehend offenders by applying advanced investigative strategies. Create evidence-based reports to support legal proceedings. Analyse file systems comprehensively, uncovering hidden information. Utilise network and memory forensics to extract valuable insights. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? IT professionals looking to specialise in digital forensics. Law enforcement personnel aiming to enhance their investigative skills. Cybersecurity enthusiasts interested in digital crime-solving. Legal professionals seeking expertise in digital evidence. Computer science graduates aspiring to work in forensics. Private investigators wanting to expand their skill set. Individuals with a passion for technology and investigation. Anyone intrigued by the intersection of cybercrime and forensic science. Career path Digital Forensic Analyst Cybersecurity Investigator Incident Responder Forensic IT Specialist Cybercrime Investigator Computer Forensic Examiner Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

From local businesses to international consulting opportunities, security management has become one of the fastest growing fields. Safety and security managers are responsible for establishing and enforcing security policies and procedures as well as managing and coordinating the activities to create a safe and secure environment for clients and employees. The Security Management Diploma course provides you with the necessary knowledge on the various aspects of security, implementing security policies, regulations, rules, and norms to counter crime. A variety of topics are covered in this course, including executive protection and recovery, trade secret protection, background investigations and analysis, incident recording, surveillance, IT security and cyber-security. By the time you complete this course, you will be able to analyse and implement effective security countermeasures and procedures to safeguard proprietary information, trade secrets, organisational human resources and leaders. Who is this Course for? Security Management Diploma is perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Security Management Diploma Module 01: Introduction to Security Management 00:30:00 Module 02: Organisational Security Management 00:26:00 Module 03: Security Risk Analysis and Risk Reduction 00:23:00 Module 04: Physical and Information Security Protection 00:32:00 Module 05: Business Resilience and Crisis Management 00:17:00 Module 06: Cyber Security and Fraud Prevention 00:25:00 Module 07: Security Investigations and Threat Awareness 00:24:00 Module 08: Laws and Regulations 00:25:00 Mock Exam Mock Exam - Security Management Diploma 00:20:00 Final Exam Final Exam - Security Management Diploma 00:20:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

HTML is one of the primary and vital languages you need to get your hands on if you want to pursue a career in the IT industry. The HTML Crash Course is here to provide you with the essential knowledge and ability to work with this programming language. In this comprehensive HTML Crash Course, you will learn about the fundamentals of the HTML programming language. The interactive modules will show you the steps of installing HTML. You will receive detailed lessons on HTML tags, lists, forms etc. In addition, the course will also enrich your knowledge and understanding of HTML entities. From this HTML Crash Course, you will get both a theoretical and practical understanding of HTML. This course is the perfect place to establish a solid foundation in this highly beneficial programming language. You will also receive a valuable certificate after completing the course. Join now and increase your employability in the IT sector. Learning Objectives Familiarise yourself with the core concept of HTML Understand the process of HTML installation Enrich your knowledge of HTML tags, lists, forms etc Learn about HTML entities Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited HTML Crash Course is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this HTML Crash Course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path On successfully completing the HTML Crash Course, learners can progress to a more advanced program from our course list. Career opportunities in this field include freelancing or working in-house, within a range of professional settings, with the opportunity to earn a high salary. Related professions in this industry include: Computer programmer Web developers Web designers Graphic designer Course Curriculum Module 01: Setup and Installation Installation And Setup 00:06:00 Module 02: Learning HTML5 HTML Tags 00:17:00 Lists 00:12:00 Forms 00:12:00 Tables 00:05:00 Html Entities 00:07:00 Module 03: MEGA PROJECT MEGA PROJECT 00:02:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Python Certification - Beginner to Expert offers a comprehensive journey from novice to proficient Python programmer. This course is structured into 18 sections, covering essential topics such as software installation, conditional branching, file handling, and database management.

Description: In today's world websites are a basic necessity for everyone. All businesses have a website to advertise their products and services to existing and new customers. This course is what you need to understand web development basics as it will help you discover niche, identify platforms, select web host, use SEO & social sites and more. You do not want to fall behind everyone else, which is why you should consider taking this accredited Web Development Complete Course. You will be able to find out website design terminologies, discover new techniques to build your website for free, creating your site layout and a lot more. This is all geared towards helping you build your desired websites. In the next section, you focus on programming languages including HTML, CSS and PHP to see if these intrigue you enough to take the challenging yet unique road to web development. If you decide against that though, this course is prepared to teach you to use Joomla in order to get started in creating your first ever website. Who is the course for? People who want to learn PHP, HTML and CSS programming People interested in website development Entrepreneurs or business owners wanting to develop a website for their business Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Web Development Complete Course is a useful qualification to possess and would be beneficial for any professions or career from any industry you are in such as: Web developers Entrepreneurs Website designers Programmers Basic Coding for Web Development HTML Basics 00:30:00 CSS Basics 01:00:00 Web Design & Development: HTML5, CSS3 and JavaScript 02:00:00 Web Development Basics What Are Niche Website? 01:00:00 The Role Of Visualization In Education 00:15:00 Identify Your Best Platform Or Software 01:00:00 Select A Web Host 01:00:00 Collect Your Site 00:15:00 Building A Content Rich Website 00:15:00 Build Backlinks 00:30:00 Use SEO, Multimedia And Social Sites 01:30:00 Use Analytics 01:00:00 Wrapping Up 00:15:00 Web Designing The Best Website Design for Your Business 01:00:00 What's in a Domain Suffixes 00:31:00 Website Design Terminology 01:00:00 CSS Explanation 01:00:00 Website Designs & Power Stations 01:00:00 How Can I Build my Website for Free 01:00:00 Six Steps to Website Design for Beginners 01:00:00 Dreamweaver or CoffeeCup for Website Design 01:00:00 Using Dreamweaver to Create your Site Layout 00:30:00 Three Crucial Steps to Creating Your Website 01:00:00 Dos and Don'ts of Website Creation9 01:00:00 SEO Basics for Effective Website Design 01:30:00 Ideas for Your Internet Business Website Design 01:00:00 Immediately Applicable Design Tips for a User-Friendly Website 01:00:00 6 Best Reasons to Create a Website 01:00:00 Common Mistakes in Website Design 01:00:00 Too Much or Too Little 00:30:00 Why Successful Website Development is Committed to Design 01:00:00 Ideas for Your Personal Website Design 01:00:00 How to Create a Social Networking Website to Enhance your Business 01:00:00 Tips for Designing an Affiliate Website 01:00:00 How to Use WordPress for your Website 01:30:00 Top 14 Reasons to Create a Blog 00:30:00 Tips for Designing a Successful Blog 00:30:00 More Tips Ahead 00:30:00 PHP Programming Welcome to the world of programming! 00:30:00 Getting Started 01:00:00 Let's Start Coding! 01:00:00 PHP Strings 01:00:00 PHP Variables 01:00:00 Useful Variables 00:30:00 PHP Includes & Problem Solving 01:00:00 Tip When Creating Inc Pages 00:30:00 Redirecting Using PHP 00:30:00 Multiple Conditions 01:00:00 PHP Arrays 01:00:00 PHP Loops 01:00:00 Note on PHP Math Functions: 00:30:00 Functions 01:00:00 PHP Sessions 00:30:00 Cookies 01:00:00 Introduction to MySQL 01:00:00 Making The Connection 01:00:00 Inserting Data 01:00:00 Deleting / Removing Data 00:15:00 Using Joomla INTRODUCTION TO JOOMLA 00:30:00 SCOPE OF JOOMLA 00:30:00 BENEFITS OF JOOMLA 00:30:00 COMPARISON WITH OTHER CONTENT MANAGEMENT SYSTEMS 01:00:00 WHY DEVELOPERS DRAWS TO JOOMLA? 00:30:00 How do I in install Joomla? 03:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Web Development Complete Course 00:30:00 Final Exam Final Exam- Web Development Complete Course 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This comprehensive course on SAP Controlling (CO) - Product Costing S4HANA will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This SAP Controlling (CO) - Product Costing S4HANA comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this SAP Controlling (CO) - Product Costing S4HANA. It is available to all students, of all academic backgrounds. Requirements Our SAP Controlling (CO) - Product Costing S4HANA is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 25 lectures • 02:29:00 total length •Unit 1: Introduction to the Course: 00:02:00 •Unit 2: Introduction to Product Costing: 00:02:00 •Unit 3: Scenario for Product Costing: 00:03:00 •Unit 1: Create Material Master Data; Introduction to MAV, Standard Price and Planned Price: 00:14:00 •Unit 1: Introduction to Bill of Materials, Activities, Routing and Overheads: 00:08:00 •Unit 2: Introduction to Activity Type Price Planning: 00:05:00 •Unit 3: Configuration of Bill of Materials: 00:04:00 •Unit 4: Configuration for Activity Types and Creation of Secondary CE in S4HANA: 00:09:00 •Unit 5: Configuration for cost element input planning: 00:09:00 •Unit 6: Configuration for Activity type price planning: 00:04:00 •Unit 7: Activity price calculation: 00:03:00 •Unit 1: Configuration for Overhead Management: 00:05:00 •Unit 2: Configuration of Overhead Key and Overhead Group: 00:08:00 •Unit 1: Introduction to Costing Sheet: 00:04:00 •Unit 2: Configuration of Costing Sheet: 00:13:00 •Unit 1: Introduction to Costing Variant: 00:05:00 •Unit 2: Configuration of Costing Variant: 00:07:00 •Unit 1: Introduction to Routing and Work Centres: 00:03:00 •Unit 2: Configuration for Routing and Work Centres: 00:21:00 •Unit 1: Introduction and Configuration of Cost Component Structure: 00:08:00 •Unit 1: Steps in Standard Costing Run: 00:02:00 •Unit 2: Execution of Cost Estimation Run: 00:05:00 •Unit 3: Marking and Releasing the cost: 00:05:00 •Resources - SAP Controllling (CO) - Product Costing S4HANA: 00:00:00 •Assignment - SAP Controllling (CO) - Product Costing S4HANA: 00:00:00

Overview This comprehensive course on Intelligence Analyst Certification Course will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This Intelligence Analyst Certification Course comes with accredited certification, which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Intelligence Analyst Certification Course. It is available to all students, of all academic backgrounds. Requirements Our Intelligence Analyst Certification Course is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 8 sections • 8 lectures • 06:03:00 total length •Defining Intelligence Analysis: 00:46:00 •Development of Intelligence Analysis: 00:49:00 •The Intelligence Cycle: 00:36:00 •Critical Thinking and Structuring: 00:39:00 •Analysis Process and Best Practice: 01:00:00 •Intelligence and National Security: 00:45:00 •Legal Issues and Ethics: 00:42:00 •Your Role, Responsibilities, and Functions as an Analyst: 00:46:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00