6245 Online Course Creation courses

Overview of DIY Home Improvement DIY home improvement is an exciting way to take control of your living space. With more people in the UK choosing to do their own repairs and upgrades, learning DIY skills has never been more valuable. Whether you want to freshen up a room with new paint or tackle bigger projects like plumbing and electrical work, knowing how to do it yourself can save money and give you a real sense of accomplishment. Our DIY Home Improvement course is designed to guide you through a wide range of tasks. From fixing walls, doors, and windows to dealing with damp, rot, and pests, this course covers everything you need to maintain and improve your home. Each module is straightforward and easy to follow, making it accessible for everyone. By the end of this course, you'll be equipped with the skills to handle various home projects confidently. Whether you're a homeowner or a DIY enthusiast, this course will help you make your home a better place. Start learning today and take the first step towards mastering DIY home improvement. Get a Quick Look at The Course Content: This DIY Home Improvement Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this DIY Home Improvement. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the DIY Home Improvement course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This DIY Home Improvement is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the DIY Home Improvement course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this DIY Home Improvement Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 01: Introduction to Home Improvement Introduction to Home Improvement 00:22:00 Module 02: Paint Job Paint Job 00:24:00 Module 03: Walls Walls 00:21:00 Module 04: Doors and Windows Doors and Windows 00:29:00 Module 05: Electrical Fixtures Electrical Fixtures 00:25:00 Module 06: Outdoor Projects Outdoor Projects 00:25:00 Module 07: Plumbing Plumbing 00:20:00 Module 08: Damp, Rots, and Pests Damp, Rots, and Pests 00:17:00 Module 09: Home Safety Home Safety 00:28:00 Assignment Assignment - DIY Home Improvement 00:00:00

Join our Phonics in Early Years Settings course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Phonics in Early Years Settings course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Phonics in Early Years Settings course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! You will Learn The Following Things: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Phonics in Early Years Settings. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement After completing the Phonics in Early Years Settings course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? This Phonics in Early Years Settings is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Phonics in Early Years Settings course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Phonics in Early Years Settings Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 01: Introduction to Phonics Education Introduction to Phonics Education 00:11:00 Module 02: Role of Early Phonics Teaching Role of Early Phonics Teaching 00:16:00 Module 03: Career as Phonics Teacher Career as Phonics Teacher 00:08:00 Module 04: Teaching Phonics Teaching Phonics 00:18:00 Module 05: Jolly Phonics Jolly Phonics 00:16:00 Module 06: Involving Parents and Carers Involving Parents and Carers 00:14:00 Module 07: Speaking and Phonological Awareness Speaking and Phonological Awareness 00:23:00 Module 08: Systematic Assessment and Record Keeping Systematic Assessment and Record Keeping 00:19:00 Module 09: Meeting Individual Needs Meeting Individual Needs 00:29:00 Module 10: Cognitive Approaches in Dyslexia Cognitive Approaches in Dyslexia 00:25:00 Module 11: Phonics for Deaf Children Phonics for Deaf Children 00:22:00 Module 12: Teaching Higher Level of Phonics Teaching Higher Level of Phonics 00:26:00 Assignment Assignment - Phonics in Early Years Settings 00:00:00

Overview of Employment Law The UK workplace is a complex landscape. Employment law governs everything from recruitment to dismissal, ensuring fairness for both employers and employees. This employment law uk course equips you with the knowledge to thrive in this environment. Gain a solid understanding of your rights and responsibilities with this comprehensive Employment Law course. According to the Ministry of Justice, employment tribunal claims rose by 27% in 2020/21, underscoring the need for professionals who can navigate these legal challenges. Furthermore, with the UK's exit from the European Union, employment law is undergoing significant changes, creating a surge in demand for specialists who can interpret and apply new regulations. Our UK employment law course covers everything from the basics to advanced concepts, including recruitment processes, employment contracts, disciplinary procedures, wage regulations, parental rights, workplace discrimination, and health and safety. By the end of this Employment Law UK course, you'll be equipped to handle dismissals, grievances, and employment tribunals with confidence, positioning yourself as an invaluable asset in the UK's dynamic employment landscape. This Employment Law Course will help you to learn: Understand the fundamental principles of employment law in the UK Identify and apply the relevant legal requirements to everyday HR practices Develop effective strategies for managing a diverse workforce in a compliant manner Address workplace issues such as discrimination, harassment, and disciplinary matters Handle dismissal procedures and represent the organisation in employment tribunals This course covers the topics you must know to stand against the tough competition. The future is truly yours to seize with this Employment Law. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, your skills and knowledge will be tested with an MCQ exam or assignment. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Employment Law course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? HR professionals who want to deepen their understanding of UK employment law. Managers who need to make informed decisions on HR matters. Business owners who want to protect their organisation from legal risks. Anyone who is interested in a career in employment law UK. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Employment Law course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Employment Law Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. HR Officer - £25K to 37K/year Employment Law Advisor - £30K to 40K/year HR Manager - £40K to 70K/year Employment Law Solicitor - £48K to 60K/year Human Resources Director - £70K to 120K/year Course Curriculum Module 01: Basics of Employment Law 00:24:00 Module 02: Legal Recruitment Process 00:43:00 Module 03: Employment Contracts 00:25:00 Module 04: Employee Handbook 00:23:00 Module 05: Disciplinary Procedure 00:15:00 Module 06: National Minimum Wage & National Living Wage 00:37:00 Module 07: Parental Right, Sick Pay & Pension Scheme 00:43:00 Module 08: Discrimination in the Workplace 00:39:00 Module 09: Health & Safety at Work 00:19:00 Module 10: Dismissal, Grievances and Employment Tribunals 00:36:00 Module 11: Workplace Monitoring & Data Protection 00:15:00

Overview of Touch Typing Training Learn to type twice as quickly! You can increase your typing efficiency and productivity using the Touch Typing techniques this course covers. With this step-by-step Touch Typing course, you can master touch typing and shorthand while developing advanced office administration skills. The course aims to teach you to touch typing in twelve simple modules. Each session advances through letters, words, sentences, capital letters/upper case, and ultimately, numerals to enhance your typing ability as we go. Touch typing also develops muscle memory, useful when learning letter patterns and spelling. Your typing improves by practising from the Touch Typing Training course notes provided after each lesson. By the end of the touch typing course, you should be able to type letters automatically while staring at the screen. This will be most helpful when writing reports, emails, books, letters, etc., as you can edit as you go. This Touch Typing Training Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Touch Typing Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Touch Typing Training course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Touch Typing Training is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Touch Typing Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Touch Typing Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Touch Typing Module 01: Getting Started 00:05:00 Module 02: DRILL 1 the home keys 00:05:00 Module 03: DRILL 2 e and i, g and h 00:05:00 Module 04: DRILL 3 o and n, shift keys and t 00:05:00 Module 05: DRILL 4 extra practice . and y 00:05:00 Module 06: DRILL 5 , and w 00:05:00 Module 07: DRILL 6 m and u 00:05:00 Module 08: DRILL 7 v and x 00:05:00 Module 09: DRILL 8 sentence drills 00:05:00 Module 10: DRILL 9 figures 00:05:00 Module 11: DRILL 10 alphabetical paragraphs 00:05:00 Module 12: Recap 00:05:00

'Leadership Skills for The Future': Ignite Your Potential in a Changing World! Imagine steering a diverse team through uncharted waters of innovation, fostering inclusion, and driving success in a dynamic landscape. This dynamic reality is the domain of future leaders, and the Leadership Skills for The Future course empowers you to claim your place within it. The UK's leadership landscape is bustling, with industries worth £31 billion and 5.5 million professionals navigating its exciting currents. From tech giants shaping the future to ethical AI development and the rise of remote working, the need for adept leaders who can inspire, adapt, and thrive has never been higher. This comprehensive Leadership Skills for The Future course equips you with the essential skills to seize these opportunities. You'll delve into the core principles of leadership, honing your abilities to communicate effectively, negotiate productively, and cultivate an inclusive, engaging environment. We'll explore your creativity, organisational prowess, and emotional intelligence, empowering you to evolve as a leader and navigate the ever-changing terrain of modern management. Ready to step into your leadership power? Equip yourself with the skills to navigate the dynamic UK landscape and carve your path to success. Join the Leadership Skills for The Future course and unlock your potential to lead, inspire, and make a lasting impact. You will Learn The Following Things: Understand the principles of effective leadership and management. Develop key leadership skills such as communication, creativity, and emotional intelligence. Learn how to motivate and inspire teams and cultivate inclusion. Gain insights into leadership styles and competencies for career development. Explore best practices in leadership for organisations in the UK. Apply leadership techniques to drive innovation, change and growth. This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Leadership Skills for The Future. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement After completing the Leadership Skills for The Future course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? Aspiring leaders looking to advance their management careers. Experienced professionals wanting to improve their leadership abilities. Individuals seeking to learn skills like creativity, communication and inclusion. Anyone interested in understanding leadership foundations and emotional intelligence. Those looking to gain knowledge on leadership and management, specifically in the UK. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Leadership Skills for The Future course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path Business Manager - £25k to £60k. Team Leader - £20k to £40k. Project Manager - £30k to £70k. Operations Manager - £35k to £60k. Recruitment Manager - £30k to £50k. Course Curriculum Leadership Skills for The Future Module 01: Introduction to Leadership 00:23:00 Module 02: Qualities of a Good Leader and Leadership 00:13:00 Module 03: Creativity in Leadership 00:19:00 Module 04: Organisational Skills 00:26:00 Module 05: Leadership Skills and Competencies 00:30:00 Module 06: Communication Skills 00:27:00 Module 07: Negotiation Techniques 00:15:00 Module 08: Cultivating Inclusion, Belonging, and Engagement 00:25:00 Module 09: Leadership Foundations 00:24:00 Module 10: Emotional Intelligence 00:19:00 Module 11: Evolve as a Leader 00:14:00 Module 12: Leadership & Management in the UK 00:17:00 Assignment Assignment - Leadership Skills for The Future 00:00:00

Overview This comprehensive course on Solidworks: Beginner to Advanced will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Solidworks: Beginner to Advanced comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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 Solidworks: Beginner to Advanced. It is available to all students, of all academic backgrounds. Requirements Our Solidworks: Beginner to Advanced is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 14 sections • 94 lectures • 05:14:00 total length •About the course: 00:02:00 •Course concept: 00:01:00 •Creating a New Document: 00:01:00 •User Interface: 00:02:00 •Mouse Movements - Sketch: 00:02:00 •Mouse Movements - Part: 00:03:00 •Creating a Sketch Document: 00:02:00 •Basic Sketch Tools: 00:07:00 •Dimensions and Relations: 00:12:00 •Mirror Entities: 00:02:00 •Linear and Circular Sketch Pattern: 00:06:00 •Units: 00:02:00 •Sketch to Part Conversion: 00:03:00 •Opening/Saving Part Document: 00:01:00 •Extruded Boss Base: 00:03:00 •Extruded Boss Base Additional: 00:04:00 •Extruded Cut: 00:03:00 •Sketch on the Part: 00:02:00 •Sketch on the New Plane: 00:05:00 •Draft: 00:03:00 •Shell: 00:02:00 •Fillet and Chamfer: 00:03:00 •Convert and Offset Entities: 00:02:00 •Lofted Boss: 00:03:00 •Revolved Boss: 00:02:00 •Swept Boss: 00:05:00 •Part and Sketch Modification: 00:02:00 •3D Sketch: 00:03:00 •Density and Material: 00:02:00 •Measuring Tools: 00:03:00 •Linked Dimensions: 00:04:00 •Equations: 00:05:00 •Mirror: 00:03:00 •Hole Wizard: 00:03:00 •Reference Geometry: 00:03:00 •Feature Scope: 00:02:00 •Creating a Design Table: 00:06:00 •Adding Configurations: 00:05:00 •Inserting Part Relative to the Origin: 00:02:00 •Inserting Parts Relative to Planes: 00:02:00 •Standard Mates: 00:04:00 •Move Components: 00:02:00 •Mirror Component: 00:01:00 •Distance and Angle: 00:04:00 •Profile Centre: 00:04:00 •Symmetry and Width: 00:05:00 •Path Mate: 00:05:00 •Linear Coupler: 00:06:00 •Collision Detection: 00:02:00 •Interference Detection: 00:03:00 •Assembly Features: 00:02:00 •Subassembly: 00:03:00 •Creating a Drawing Sheet: 00:01:00 •Orthographic Views and Edit Sheet: 00:04:00 •Projected View and View Properties: 00:02:00 •Smart Dimension and Model Item: 00:05:00 •Saving Options: 00:01:00 •Relative to Model View: 00:03:00 •Section View: 00:04:00 •Auxiliary View: 00:03:00 •Detail View: 00:02:00 •Broken Out Section: 00:02:00 •Break View: 00:02:00 •Alternate Position View: 00:02:00 •View Focus: 00:02:00 •Bill of Materials (BOM): 00:03:00 •Bom Sort: 00:01:00 •Missing Item in Bom: 00:02:00 •Custom Properties: 00:02:00 •Equations in Bom: 00:03:00 •Show/Hide Component: 00:02:00 •Linked Notes: 00:02:00 •Measuring Tool: 00:02:00 •Isometric Section View: 00:01:00 •Applying Materials: 00:08:00 •Appearance: 00:05:00 •Working with Woods: 00:05:00 •Working with Glass: 00:04:00 •Scene: 00:04:00 •Light: 00:07:00 •Camera: 00:04:00 •Decals: 00:07:00 •Text: 00:05:00 •Options: 00:04:00 •Rendering Panel: 00:03:00 •Schedule Rendering: 00:02:00 •Creating Motion Study: 00:02:00 •Animation Wizard: 00:08:00 •Applying Motor: 00:04:00 •Appearance and Camera Position: 00:07:00 •Walkthrough Part-1: 00:09:00 •Walkthrough Part-2: 00:06:00 •Resources - Solidworks: Beginner to Advanced: 00:00:00 •Assignment - Solidworks: Beginner to Advanced: 00:00:00

Overview This comprehensive course on Bake a Layer Cake will deepen your understanding of the Cake baking industry.After successful completion of this course you can acquire the required skills in this sector. This Bake a Layer Cake 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 Bake a Layer Cake. It is available to all students, of all academic backgrounds. Requirements Our Bake a Layer Cake 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 6 sections • 14 lectures • 00:35:00 total length •Introduction: 00:01:00 •Equipment Needed: 00:02:00 •Ingredients: 00:04:00 •Cut circles of baking paper: 00:02:00 •Make the Batter: 00:03:00 •Transfer the batter to the pans: 00:02:00 •Remove the cakes from the pans: 00:01:00 •Make The Frosting: 00:03:00 •Assemble and Frost: 00:05:00 •Simple decoration: 00:01:00 •Slice the cake: 00:01:00 •Easy Chocolate Cake Recipe: 00:10:00 •Resources - Bake a Layer Cake: 00:00:00 •Assignment - Bake a Layer Cake: 00:00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 19 sections • 99 lectures • 00:08:00 total length •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 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): 00:37:00 •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 •Resources- Python for Data Analysis: 00:00:00

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