7621 Systems courses

Explore the dynamic world of immersive technologies with our comprehensive course on AR and VR. From understanding the fundamentals to creating captivating content and designing seamless user experiences, discover the limitless possibilities and applications across industries. Join us to stay ahead in the ever-evolving landscape of augmented and virtual reality. Start your journey today!

Step into the vital world of gas safety with our meticulously crafted 'Gas Safety Course.' Picture yourself as a guardian of safety, where each module equips you with the knowledge to protect and serve. Our first module, Gas Safety Legislation, sets the stage, providing a comprehensive understanding of the legal framework that underpins all gas safety practices. As you advance, the course delves into the science of Combustion, demystifying how substances interact with oxygen, vital for ensuring safety in any gas-related environment. Journey through the intricate Transmission System, learning about pipes and flues, essential components in the safe transport and emission of gases. The course continues to evolve, covering Ventilation, a critical aspect in maintaining safe and breathable environments. Tightness Testing and Meter Regulator Check modules ensure you're adept at identifying and rectifying potential gas leaks, a crucial skill in preventing hazards. Appliance Pressures and Gas Rates further enhance your ability to monitor and manage gas appliances effectively. Emergency Isolation Controls and Valves, alongside Gas Safety Devices and Controls, fortify your ability to respond swiftly and effectively in urgent situations. The course culminates with Gas Warning Labelling, Emergency and Evacuation Procedures, and Chimney Standards, ensuring you're well-versed in all aspects of gas safety and appliance maintenance. Learning Outcomes Acquire comprehensive knowledge of gas safety legislation and its practical applications. Understand combustion processes and their implications for gas safety. Learn to inspect and maintain transmission systems, including pipes and flues. Gain expertise in conducting tightness testing and meter regulator checks. Develop skills in emergency procedures and the use of safety devices and controls. Why choose this Gas Safety Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Gas Safety Course for? Professionals in the gas industry seeking to update or refresh their safety knowledge. New entrants into the gas sector requiring foundational safety training. Technical staff involved in the maintenance and installation of gas systems. Health and safety officers in organisations that deal with gas appliances. Individuals aspiring to a career in gas safety and compliance. Career path Gas Safety Engineer: £28,000 - £40,000 Health and Safety Officer: £22,000 - £35,000 Gas Appliance Technician: £20,000 - £30,000 Facilities Manager: £24,000 - £40,000 Building Services Engineer: £25,000 - £50,000 Compliance Officer: £23,000 - £45,000 Prerequisites This Gas Safety Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Gas Safety Course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Gas Safety Legislation Gas Safety Legislation 00:41:00 Module 02: Combustion Combustion 00:29:00 Module 03: Transmission System: Pipes and Flues Transmission System Pipes and Flues 00:36:00 Module 04: Ventilation Ventilation 00:27:00 Module 05: Tightness Testing Tightness Testing 00:41:00 Module 06: Meter Regulator Check Meter Regulator Check 00:28:00 Module 07: Appliance Pressures and Gas Rates Appliance Pressures and Gas Rates 00:26:00 Module 08: Emergency Isolation Controls and Valves Emergency Isolation Controls and Valves 01:15:00 Module 09: Gas Safety Devices and Controls Gas Safety Devices and Controls 00:41:00 Module 10: Gas Warning Labelling Gas Warning Labelling 00:34:00 Module 11: Emergency and Evacuation Procedures Emergency and Evacuation Procedures 00:33:00 Module 12: Chimney Standards, Inspection and Testing Chimney Standards, Chimney Inspection and Testing 00:38:00 Module 13: Gas Appliances and Safety Gas Appliances and Safety 01:00:00 Assignment Assignment - Gas Safety Course 00:00:00

Description Focused on helping learners develop the skills needed to effectively manage themselves, their work and the people they work with. The Health Care Management Level 3 provides a useful introduction to management in the health services sector for professionals looking to build on their experience and gain a formal management qualification. This course has been designed to equip you with underpinning knowledge, understanding and skills for success in employment in the Healthcare sector at a management level. It also allows you to demonstrate your skills by producing evidence from your work activities, to meet national occupational standards. You will acquire care management skills in the Healthcare sector. You will receive all the necessary knowledge to develop your management skills, while also learning about the theories and management models which work best in a health care environment. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Health Care Management Level 3 is certified by CPD Qualifications Standards and CiQ. This makes it 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. Requirements Our Health Care Management Level 3 is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Updated Version - Health Care Management Level 3 Module 1. Introduction To Health And Social Care Introduction To Health And Social Care 00:16:00 Module 2: Communication And Its Relevance Communication And Its Relevance 00:48:00 Module 3: Rights And Responsibilities As A Health And Social Care Worker Rights And Responsibilities As A Health And Social Care Worker 00:39:00 Module 4: Role As A Caregiver And Healthcare Professional Role As A Caregiver And Healthcare Professional 00:23:00 Module 5: Working In Health And Social Care; Promoting Equality, Diversity And Rights Working In Health And Social Care; Promoting Equality, Diversity And Rights 00:46:00 Module 6: Important Principles And Policies In Health And Social Care Work Important Principles And Policies In Health And Social Care Work 00:20:00 Module 7: Understanding Legal, Professional Standards Of Practice And Ethical Aspects Of Health Care Part - 1 Understanding Legal, Professional Standards Of Practice And Ethical Aspects Of Health Care Part - 1 00:50:00 Module 8: Understanding Legal, Professional Standards Of Practice And Ethical Aspects Of Health Care Part - 2 Understanding Legal, Professional Standards Of Practice And Ethical Aspects Of Health Care Part - 2 00:48:00 Module 9: Safeguarding Vulnerable Individuals Safeguarding Vulnerable Individuals 00:49:00 Module 10: Health And Safety Responsibilities Health And Safety Responsibilities 00:51:00 Module 11 : The Economics Of Healthcare The Economics of Healthcare 00:11:00 Module 12: Strategic Marketing For Health And Social Care Strategic Marketing for Health and Social Care 00:09:00 Module 13: Managing Finance In Health And Social Care Managing Finance in Health and Social Care 00:21:00 Module 14: Managing Service Delivery In Health And Social Care Managing Service Delivery in Health and Social Care 00:11:00 Old Version - Health Care Management Level 3 Health Care Management Introduction to Health Care Management 00:20:00 Management: Definition, Functions, And Competencies 00:15:00 Management Positions: The Control in The Organizational Heirarchy 00:30:00 Role of The Health Care Manager Establishing and Maintaining Organizational Culture 00:20:00 Ensuring High Performance 00:15:00 Leadership Development and Succession Planning 00:30:00 Innovation, Change Management and Health Care Policy 00:30:00 The UK Health Systems Introduction to the UK Health Systems 00:20:00 Changes Since Devolution 00:45:00 Lessons and Opportunities 01:00:00 Elderly Care Dealing and Caring Elderly 00:30:00 Going to A Better Place 00:15:00 Listening to Your Parents Even Now 00:30:00 Way To Improve Quality Of Life For Your Senior 00:30:00 Avoiding and Dealing with Falls Whilst Caring for The Elderly 00:30:00 Caring for The Elderly 00:30:00 Common Ailments Affecting the Elderly 01:00:00 Outdoor Elderly Activities 00:30:00 Safeguarding The Health Of The Elderly 00:30:00 The Caregiver's Enemy No.1 00:15:00 Child Health Care Introduction to Child Health 00:15:00 Care of The New Born 00:30:00 Congenital Abnormalities 01:00:00 Normal Growth and Development 00:15:00 Nutrition and Nutritional 00:30:00 Control of Diarrhea Disease 00:30:00 Vaccine Preventable Diseases 00:15:00 Common Genetic Problems of Children 00:15:00 Mock Exam Mock Exam- Health Care Management Level 3 00:30:00 Final Exam Final Exam- Health Care Management Level 3 00:30:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

Step into the world of animal care and become a Veterinary Assistant with our comprehensive course. 'Animal Care: Veterinary Assistant' is your gateway to understanding the fundamental concepts of veterinary medicine and animal health. Whether you have a passion for animals or you're considering a career in animal care, this course equips you with essential knowledge. Dive into modules that cover animal anatomy, disease occurrence, body systems, and nutrition. Join us, and let's embark on a rewarding journey where you'll gain the skills and expertise needed to assist in the care and well-being of animals. Learning Outcomes Comprehend the historical development of veterinary medicine and its significance. Identify and classify animals based on their characteristics. Understand the basics of cell biology, tissues, and their functions in animals. Explore the anatomy of animals, including the cardiovascular, respiratory, and digestive systems. Gain knowledge of animal nutrition, metabolism, and how to promote their well-being. Why choose this Animal Care: Veterinary Assistant course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Animal Care: Veterinary Assistant course for? Animal lovers passionate about the well-being of creatures great and small. Aspiring Veterinary Assistants and individuals considering a career in animal care. Pet owners looking to enhance their understanding of animal health. Those interested in the foundations of veterinary medicine and animal anatomy. Anyone seeking to contribute to the health and welfare of animals. Career path Veterinary Assistant: £15,000 - £22,000 Animal Care Technician: £16,000 - £25,000 Pet Care Specialist: £14,000 - £20,000 Animal Shelter Worker: £15,000 - £21,000 Pet Groomer: £15,000 - £23,000 Zookeeper: £16,000 - £26,000 Prerequisites This Animal Care: Veterinary Assistant does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Animal Care: Veterinary Assistant was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01 - The Development of Veterinary Medicine The Development of Veterinary Medicine Part 01 00:39:00 The Development of Veterinary Medicine Part 02 00:30:00 Module 02 - Naming And Classifying Animals Naming And Classifying Animals 00:15:00 Module 03 - The Cell The Cell 00:35:00 Module 04 - Tissues Tissues 00:57:00 Module 05 - Connective Tissue Connective Tissue 02:00:00 Module 06 - Muscle Tissue and Nervous Tissue Muscle Tissue and Nervous Tissue 00:13:00 Module 07 - Tissue Healing And Repair Tissue Healing And Repair 00:16:00 Module 08 - The Skin The Skin 00:24:00 Module 09 - Bone Bone 00:37:00 Module 10 - The Skeleton The Skeleton 00:32:00 Module 11 - Describing Disease Occurrence Describing Disease Occurrence 00:28:00 Module 12 - Cardiovascular System Cardiovascular System 01:04:00 Module 13 - Respiratory System and Lymphatic System Respiratory System and Lymphatic System 00:28:00 Module 14 - The Gut and Digestion The Gut and Digestion 00:45:00 Module 15 - Urinary System and Reproductive System Urinary System and Reproductive System 00:58:00 Module 16 - Nervous System, Senses and Endocrine System Nervous System, Senses and Endocrine System part 01 00:37:00 Nervous System, Senses and Endocrine System part 02 00:56:00 Nervous System, Senses and Endocrine System part 03 00:35:00 Module 17 - Nutrients Nutrients Part 01 00:58:00 Nutrients Part 02 00:30:00 Module 18 - Metabolism Metabolism Part 01 00:30:00 Metabolism Part 02 00:30:00

Description: Therapy is defined as the treatment to relieve or heal a disorder. To become any kind of therapist, you need to have the right skills and knowledge in therapy. Whether you are into holistic therapy, massage therapy or aromatherapy, this course will help to you. If you have the dedication to learn the skills in massage, you will surely succeed in this line of career. Learning different kinds of massage will also give you a career advancement. Knowing the different massage techniques will make you appreciate the art of massage.  Who is the course for? Professionals and Trainers who want to become an expert therapist Anyone who wants to know the art of massaging and different massaging techniques 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 hard copy at a cost of £39 or in PDF format at a 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: The Aromatherapy, Holistic & Massage Therapy course is useful and would be beneficial for the following careers: Massage Therapist Mentor Wellness Instructor Massage Therapy Introduction to Massage Therapy 00:15:00 Massage History 00:15:00 The Role of A Massage Therapist 00:30:00 Tissues, Organs, & Neuromuscular systems 01:00:00 General Benefits of Massage 00:15:00 Indian Head Massage 00:15:00 Facial Massage 00:30:00 Neck Massage 00:30:00 Back Massage 00:30:00 Full Body Massage 00:15:00 Swedish Massage 00:15:00 Sports Massage 00:30:00 LomiLomi Massage 00:15:00 Anti-Cellulite Massage 00:15:00 Hot Stone Massage 00:30:00 Thai Foot Massage 00:15:00 Prenatal Massage 00:15:00 Medical Massage 01:00:00 Baby Massage 01:00:00 Trigger Point Therapy 01:00:00 Thai Massage 01:00:00 Reflexology 01:00:00 Conclusion to Massage 00:15:00 Acupressure Acupressure 00:30:00 How Acupressure Works 00:30:00 Locating A Pressure Point 01:00:00 Acupressure Techniques 00:30:00 How To Apply Pressure 00:30:00 Breathing 00:30:00 Things To Be Careful Of 00:30:00 Acupressure For Specific Problems 00:30:00 If You Feel It's Not Working 00:15:00 Conclusion 00:15:00 Aromatherapy What is Aromatherapy? 00:15:00 History of Aromatherapy 00:15:00 The Definition of Aromatherapy 00:15:00 What are Essential Oils? 00:15:00 Essential Oil Safety Information 00:15:00 Administration of Essential Oils 00:30:00 The Art of Blending 00:15:00 Blending Basics 00:15:00 Harmonizing Your Blend 00:30:00 Aromatherapy Baths 00:15:00 Aromatherapy for Stress 00:15:00 Aromatherapy for Children 00:14:00 Application of Essential Oils 00:15:00 Table of the Basic Methods of Use of Essential Oils 00:15:00 The Holistic Approach 00:30:00 Understanding Disease / Pathology 00:30:00 The Benefits of a Holistic Aromatherapy Treatment 00:15:00 Holistic Therapy General Holistic Health Tips 01:00:00 Vitamins and Herbs 01:00:00 Natural Food Choices 01:00:00 Skin Remedies 01:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Aromatherapy, Holistic & Massage Therapy Course 00:30:00 Final Exam Final Exam- Aromatherapy, Holistic & Massage Therapy Course 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This comprehensive course on Hydroponics Gardening will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Hydroponics Gardening 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 Hydroponics Gardening. It is available to all students, of all academic backgrounds. Requirements Our Hydroponics Gardening 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 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 9 sections • 9 lectures • 04:32:00 total length •Introduction to Hydroponics: 00:19:00 •Systems of hydroponic culture: 00:28:00 •Plant Nutrition: 00:30:00 •Equipment: 00:55:00 •Rooting media: 00:16:00 •Seedling and Plant Maintenance: 00:28:00 •Nutritional Problems and Solutions in Plant: 00:52:00 •Growing in Greenhouses: 00:44:00 •Assignment - Hydroponics Gardening: 00:00:00

Overview This comprehensive course on Document Control will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Document Control 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 Document Control. It is available to all students, of all academic backgrounds. Requirements Our Document Control 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 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 9 sections • 9 lectures • 01:56:00 total length •Introduction to Document Control: 00:12:00 •Principles of Document Control and Elements of Document Control Environment: 00:12:00 •Document Control Lifecycle: 00:11:00 •Document Control Strategies and Instruments: 00:18:00 •Document Management: 00:22:00 •Quality Assurance and Controlling Quality of Documents: 00:11:00 •Project Document Control: 00:12:00 •Electronic Document Management Systems and Soft Copy Documentation: 00:18:00 •Assignment - Document Control: 3 days

Become a browser automation master with Selenium WebDriver, JavaScript, and Node.js

This interactive course will help you to gain a solid understanding of cryptography. With the help of engaging activities and examples, you'll be familiarized with different security certificates and become confident in deploying PKI on Windows Servers.

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