58517 Courses

Overview The global poultry farming industry, valued at over $200 billion, offers many opportunities for aspiring professionals. This comprehensive course in Poultry Farming is designed to equip learners with the essential skills and knowledge needed to thrive in this rapidly expanding sector.  Focusing on modern farming techniques, sustainability, and animal welfare, the course covers various topics, from primary poultry care to advanced farm management strategies. Participants will gain insights into the latest industry trends, challenges, and innovations, making this course an invaluable resource for anyone looking to establish or advance their career in poultry farming. Enrol now and embark on a rewarding journey in the dynamic world of poultry farming - a career path filled with growth and opportunities. 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 Poultry Farming. It is available to all students, of all academic backgrounds. Requirements Our Poultry Farming 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 14 sections • 14 lectures • 03:50:00 total length •Introduction to Poultry Farming: 00:19:00 •Poultry Nutrition: 00:12:00 •Poultry Diseases: 00:15:00 •Vaccinations: 00:14:00 •Layers: 00:15:00 •Broilers: 00:11:00 •Duck Farming: 00:13:00 •Turkey: 00:12:00 •Incubation: 00:13:00 •Brooding: 00:29:00 •Housing and the Environment: 00:16:00 •Record Keeping, Economics and Marketing: 00:21:00 •Pest Control: 00:14:00 •Farming Safety and Awareness: 00:26:00

Overview This comprehensive course on Spiritual Life Coaching will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Spiritual Life Coaching 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? After successfully completing the course 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 Spiritual Life Coaching. It is available to all students, of all academic backgrounds. Requirements Our Spiritual Life Coaching 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 2 sections • 8 lectures • 04:56:00 total length •Module 01: Basics of Spiritual Life Coaching: 00:33:00 •Module 02: Understanding Spiritual Life Coaching: 00:44:00 •Module 03: Fundamental Qualities of a Coach: 00:53:00 •Module 4: Advanced Coaching: 00:55:00 •Module 05: Ethical Guideline: 00:48:00 •Module 06: Marketing Your Business: 00:25:00 •Module 07: Growing Your Business: 00:38:00 •Assignment - Spiritual Life Coaching: 00:00:00

Overview This comprehensive course on Speech & Language Therapy will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Speech & Language Therapy 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. Please Note: Occupational Therapists and Clinical Psychologists must be registered with the Health and Care Professions Council (HCPC), which is the statutory regulator of the professions. Please note, that completion of the course does not entitle a person to join the HCPC Register or use the protected titles of Speech Therapist or Speech and Language Therapist How will I get my certificate? After successfully completing the course 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 Speech & Language Therapy. It is available to all students, of all academic backgrounds. Requirements Our Speech & Language Therapy 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 9 sections • 8 lectures • 04:00:00 total length •An Overview of Speech Therapy: 00:10:00 •The Science of Speech: 00:17:00 •The Anatomy of Speech: 01:20:00 •Characteristics of Speech Linguistic Disciplines: 00:24:00 •Literacy and Language Development: 00:20:00 •Child Speech & Language Disorders: 00:30:00 •Adult Speech & Language Disorders: 00:27:00 •How to Help a Child with SL Difficulties: 00:32:00

Overview This comprehensive course on SEO - Search Engine Optimisation Level 5 will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This SEO - Search Engine Optimisation Level 5 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? After successfully completing the course 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 SEO - Search Engine Optimisation Level 5. It is available to all students, of all academic backgrounds. Requirements Our SEO - Search Engine Optimisation Level 5 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 7 sections • 38 lectures • 03:13:00 total length •Unit 1: Introduction: 00:04:00 •Unit 2: Course Overview: 00:04:00 •Unit 1: What is SEO (Search Engine Optimisation): 00:04:00 •Unit 2: Types of SEO: Black Hat, Grey Hat & White Hat SEO: 00:05:00 •Unit 3: How Search Engines Give Ranks: Crawling, Indexing & Ranking: 00:06:00 •Unit 4: 2 Ways to Get Ranked on Search Engines: 00:03:00 •Unit 1: On Page SEO Explained: 00:01:00 •Unit 2: On Page SEO Activities: 00:04:00 •Unit 3: 4 Key Ranking Factors of On Page SEO: 00:04:00 •Unit 4: Tools & Tips for Increasing Site Speed: 00:13:00 •Unit 5: Using SEO Friendly Themes: 00:06:00 •Unit 6: Increasing the Dwell Time & Decreasing Bounce Rate: 00:05:00 •Unit 7: How to Make the URL SEO Friendly: 00:03:00 •Unit 8: Long Form SEO Optimised Content: 00:03:00 •Unit 9: Internal Linking: 00:05:00 •Unit 10: Meta Title & Meta Description: 00:03:00 •Unit 11: Optimising Images for SEO: 00:04:00 •Unit 12: Outbound Links: 00:04:00 •Unit 1: What Are Keywords & Why They Are Important: 00:06:00 •Unit 2: Types of Keywords: 00:08:00 •Unit 3: Which Type of Keywords You Should Choose: 00:01:00 •Unit 4: Free Tools for Keyword Research & SEO: 00:06:00 •Unit 5: Paid Tools for Keyword Research & SEO: 00:03:00 •Unit 6: 2 Metrics to Check Before Choosing Content: 00:05:00 •Unit 7: Steps for Keyword Research: 00:11:00 •Unit 8: What is Keyword Stuffing?: 00:05:00 •Unit 1: Write SEO Optimised Title: 00:04:00 •Unit 2: 6 Hacks to Write Attractive Headlines: 00:17:00 •Unit 3: Keyword Placement For SEO: 00:06:00 •Unit 4: Steps to Write Content & Optimise It for Search Engines: 00:09:00 •Unit 1: What Is Off Page Optimisation: 00:01:00 •Unit 2: Link Building - 1st Factor of Off Page SEO: 00:07:00 •Unit 3: 3 Methods to Get Backlinks: 00:02:00 •Unit 4: Method 1: Guest Posting for Link Building: 00:07:00 •Unit 5: Method 2: Building Relations with Experts: 00:04:00 •Unit 6: Method 3: Getting Backlinks from Round Up Post: 00:04:00 •Unit 7: Social Media Marketing - 2nd Factor of Off Page SEO: 00:05:00 •Unit 1: Conclusion: 00:01:00

Overview Learn how to write and develop excellent scripts and screenplays, and kickstart a professional writing career by enrolling in our Screenwriting & Script Writing - Level 5.Through this course, you will get equipped with all the fundamental knowledge and skills to develop and research ideas for writing screenplays and adapting stories into a script for stage presentation.This course covers a comprehensive range of modules to give you deep insight into screenwriting and script writing basics. After course completion, you will have a solid understanding of multiple screenplay forms, story and plot, structure and format. You will learn about all the necessary elements of a screenplay to work smoothly on a story.Gain the skills to take effective control of an emergency in the workplace by enrolling today! How will I get my certificate? After successfully completing the course 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 Screenwriting & Script Writing - Level 5. It is available to all students, of all academic backgrounds. Requirements Our Screenwriting & Script Writing - Level 5 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 16 sections • 16 lectures • 06:27:00 total length •Introduction to Screenwriting: 00:11:00 •Motivation & Ideas: 00:28:00 •Research & Development: 00:20:00 •Genre: 00:11:00 •Story & Plot: 00:28:00 •Character & Dialogue: 00:50:00 •Structure & Format: 00:59:00 •Synopses Outlines & Treatments: 00:09:00 •Drafts: 00:17:00 •Marketing: 00:20:00 •Troubleshooting: 00:19:00 •Glossary: 00:11:00 •Screenwriting And British Film Industry: 00:20:00 •Agreements: 00:52:00 •How Much Do UK Screenwriters Earn?: 00:19:00 •Greatest British Screenwriters of All Time: 00:13:00

Overview This comprehensive course on School Counsellor Training for Student Well-being and Success will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This School Counsellor Training for Student Well-being and Success 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? 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 School Counsellor Training for Student Well-being and Success. It is available to all students, of all academic backgrounds. Requirements Our School Counsellor Training for Student Well-being and Success 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 skill set will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 10 lectures • 03:25:00 total length •Module 01: Introduction to School Counselling: 00:11:00 •Module 02: The School Counsellor: 00:20:00 •Module 03: School-Based Counselling: 00:14:00 •Module 04: Counselling In School: A Methodological Approach (Part-1): 00:28:00 •Module 05: Counselling In School: A Methodological Approach (Part-2): 00:20:00 •Module 06: Working with Children and Adolescents: 00:20:00 •Module 07: Working with Parents and Families: 00:25:00 •Module 08: Working With Technology in School Counselling: 00:17:00 •Module 09: Counselling Children with Psychological Problems: 00:32:00 •Module 10: Some Challenging Context in School Counselling: 00:18:00

Overview This comprehensive course on Sales: Psychology of Customers will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Sales: Psychology of Customers 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? After successfully completing the course 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 Sales: Psychology of Customers. It is available to all students, of all academic backgrounds. Requirements Our Sales: Psychology of Customers 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 8 sections • 32 lectures • 02:15:00 total length •Promotional video: 00:03:00 •Introduction: 00:05:00 •Don't buy this unless: 00:03:00 •What are we, if not salespeople?: 00:04:00 •Good and bad salespeople: 00:04:00 •Commercial realities: 00:04:00 •Dysfunctional selling has led to dysfunctional buying: 00:03:00 •Who is your 'Avatar'?: 00:05:00 •Your customer's journey: 00:05:00 •Section 2 lecture 1: Introduction to ASK: 00:05:00 •Section 2 Lecture 2: The Marketing Function: 00:06:00 •S2 L3 The Hunter: 00:06:00 •S2 L4 Referrals: 00:06:00 •S2 L5 How your marketing 'lands' with your customer: 00:05:00 •S2 L6 Leveraging your contacts: 00:04:00 •S3 L1: 00:04:00 •S3 L2 The Decision Making Unit (DMU): 00:04:00 •S3 L3 The value of VALUE: 00:05:00 •S3 L4: 00:06:00 •S3 L5 Customer Care - a conversation (not a 'sale'): 00:07:00 •S3 L6: 00:04:00 •S3 L7: 00:04:00 •S3 L8 How to get back IN with a client: 00:06:00 •S4 L1 Introduction the the K or KEEP element: 00:06:00 •S4 L2 Your authority: 00:05:00 •S4 L3: 00:06:00 •S4 L4 NON sales contact: 00:05:00 •S4 L5 Why ASKING for referrals works so well: 00:04:00 •S5 L1: 00:01:00 •Resources - Sales Training: 00:00:00 •Assignment - Sales Training: 00:00:00 •Order Your Certificate: 00:00:00

Overview Learn how to sell products and services using solid arguments when dealing with prospective clients, by enrolling in our Sales Diploma. This course provides you with a deep insight into the sales process and dynamics to efficiently close more deals and meet sales goals. The training allows you to learn some new ways of selling products and services you were unaware of. After your successful completion, you will be equipped with strongly developed skills to diagnose sales, prescribe solutions, generate leads, prepare weekly and monthly reports and more. Gain the expertise to meet prospects, make product demonstrations and negotiate contracts to promote your business's goodwill. How will I get my certificate? At the end of the course there will be an online MCQ 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 Sales Diploma. It is available to all students, of all academic backgrounds. Requirements Our Sales Diploma 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 16 sections • 55 lectures • 03:36:00 total length •Attitude: 00:01:00 •Values: 00:03:00 •Beliefs: 00:02:00 •How to Change Beliefs: 00:04:00 •Goals: 00:06:00 •Focus: 00:02:00 •The Extra Mile: 00:03:00 • Team Player Types: 00:30:00 •Accentuate the Positive: 00:03:00 •Be a Winner!: 00:02:00 •Pre-call Research: 00:02:00 •Gaining Appointments: 00:04:00 •Pre-call Planning1: 00:04:00 •Route Planning: 00:04:00 •Prioritizing your Time: 00:02:00 •Controlling the Controlable: 00:03:00 •Know your Products: 00:03:00 •Features and Benefits: 00:03:00 •Customer Perception: 00:02:00 •Beginning Sales Calls: 00:03:00 •Listening Skills Part 1: 00:07:00 •Listening Skills Part 2: 00:05:00 •Uncovering Needs: 00:05:00 •Closing a Sales Call: 00:04:00 •Post Call Analysi: 00:05:00 •Follow Up Actions: 00:02:00 •Onwards: 00:01:00 •Final Thoughts: 00:01:00 •The Number One Universal Killer Question in Selling: 00:03:00 •The Importance of Establishing the Clients Expectations: 00:02:00 •How to Close the Sale Without Sounding like a Salesman: 00:04:00 •People Buy Emotionally and Justify Logically. What to Do About It: 00:04:00 •Don't Assume You Know the Buyer's Priorities: 00:05:00 •How to Unearth the Buyer's Strategic Needs: 00:03:00 •The Importance of Implications: 00:04:00 •Being Prepared for Objections: 00:04:00 •The Most Common Objections and How to Handle Them: 00:04:00 •How to Get People to Choose What You Want Them To: 00:04:00 •What Buyers Say and What They Really Mean: 00:03:00 •What Does Value For Money Really Mean?: 00:03:00 •Five Proven Techniques to Save Money and Make Money: 00:04:00 •The Words: 'Typically', 'Realistically', 'Currently', 'Given' and 'Yet': 00:02:00 •Justifying Your Price - the Power of One: 00:04:00 •The Final 'Killer Questions' That Allow You to Negotiate More Successfully: 00:04:00 •The Real Meaning of 'Win-Win': 00:04:00 •The Rules for Discounting: 00:03:00 •How to Hold a High Price: 00:04:00 •How to Increase Average Order: 00:03:00 •The Compromise Effect: 00:03:00 •All You Need to Know About Time Management: 00:03:00 •Recognising the Moment That Matters and the Role of 'Enough': 00:06:00 •What to Do When It Starts Going Wrong: 00:05:00 •How to Understand Other People - Can You Clarify?: 00:04:00 •How to Build Your Reputation and Getting Your Client to Feel Indebted to You: 00:04:00 •Selling in the Long Term and Being Recommended: 00:04:00

Overview This comprehensive course on Recruitment: IT Basics for IT Recruiters will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Recruitment: IT Basics for IT Recruiters 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? 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 Recruitment: IT Basics for IT Recruiters. It is available to all students, of all academic backgrounds. Requirements Our Recruitment: IT Basics for IT Recruiters 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. 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 9 sections • 62 lectures • 05:10:00 total length •Introduction: 00:02:00 •Server: 00:08:00 •What is hardware and software?: 00:04:00 •Project Life Cycle: 00:06:00 •Software Development Life Cycle: 00:08:00 •Methodologies: Scrum, Agile, Kanban, Waterfall, Lean: 00:09:00 •CMS: 00:04:00 •API: 00:04:00 •Stacks: 00:03:00 •Native & Hybrid Native Apps: 00:02:00 •CI / CD / Deployment tools: 00:04:00 •CTO: 00:13:00 •IT Architects: 00:08:00 •Product Owner: 00:12:00 •Product Manager: 00:06:00 •PO vs Product Manager: 00:04:00 •Project Manager: 00:13:00 •Product Owner vs Project Manager vs Product Manager: 00:07:00 •Business Analysts: 00:09:00 •Business Intelligence Analyst: 00:06:00 •Data Engineer: 00:05:00 •Data Scientist: 00:07:00 •Data Engineer vs Data Scientist: 00:07:00 •Agile Coach: 00:14:00 •Scrum Master: 00:08:00 •Agile Coach vs Scrum Master: 00:01:00 •Frontend Developer: 00:06:00 •Backend Developer: 00:06:00 •Fullstack Developer: 00:04:00 •Developers: Frontend, Backend and Fullstack: 00:02:00 •iOS Developer: 00:03:00 •Android Developer: 00:04:00 •UX Designers: 00:09:00 •UI Design: 00:08:00 •UX vs UI Design: what is the difference?: 00:04:00 •QA Engineers and Testers: 00:09:00 •System Administrators: 00:07:00 •DevOps: 00:05:00 •SEO Specialists: who are they?: 00:10:00 •Programming Languages and Frameworks. Introduction: 00:01:00 •Programming languages and frameworks: 00:08:00 •JavaScript: 00:02:00 •Java: 00:03:00 •Python: 00:01:00 •C: 00:02:00 •C#: 00:02:00 •C++: 00:03:00 •SWIFT: 00:02:00 •Objective C: 00:01:00 •HTML: 00:02:00 •PHP: 00:02:00 •Ruby: 00:02:00 •SQL: 00:02:00 •Go: 00:01:00 •R: 00:01:00 •Database: 00:05:00 •Types of Databases: 00:07:00 •The day of an IT Recruiter: 00:05:00 •Key principles: 00:03:00 •Sourcing Tips: 00:03:00 •Thank you for taking part in this course!: 00:01:00 •Assignment - Recruitment: IT Basics for IT Recruiters: 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