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Overview Welcome to affiliate marketing - a prominent avenue for earning in the UK without being chained to a desk. With 'Affiliate Marketing for Passive Income', delve into the expansive universe of passive income ideas UK residents have been capitalising on. This course unravels the concept of what is passive income and how you, too, can master its artistry. From understanding what is affiliate marketing to leveraging it for your small business or individual gains, we cover it all.  Affiliate marketing in the UK has been the talk of the town and for good reason. This course is designed to bridge that gap. By delving deep into the top companies offering affiliate products and the strategies that drive conversions, you'll be equipped with the knowledge that sets you apart. After all, in a rapidly digitalising world, the importance of optimising product pages must be considered. Through this comprehensive course, not only will you learn how to make passive income, but you'll also discover the potential to grow and transform your sales and business prospects. Ripe with opportunities, the UK market awaits those who dare to venture. Affiliate marketing holds the key whether you're an individual eager to boost your income or a business owner looking to scale. It's time for financial freedom; it's time for Affiliate Marketing for Passive Income. Learning Outcomes: Understand the foundational concepts behind affiliate marketing and its relevance in generating passive income. Identify and collaborate with leading companies in the UK offering affiliate products. Discover and select high-performing products that align with your target audience for affiliation. Develop and implement effective affiliate marketing strategies to bolster income. Master the techniques to optimise product pages, enhancing conversion rates. Why buy this Affiliate marketing for Passive Income course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Affiliate marketing for Passive Income there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course Affiliate marketing for Passive Income for? Individuals keen on exploring alternate income streams in the UK. Small business owners aiming to boost their sales through affiliate partnerships. Digital marketers looking to expand their skillset with affiliate marketing techniques. Entrepreneurs seeking to understand and tap into the UK's affiliate product market. Anyone curious about harnessing the potential of passive income ideas in the UK. Prerequisites This Affiliate marketing for Passive Income does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Affiliate marketing for Passive Income 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. Career path Affiliate Marketer: £25,000 - £50,000 Per Annum Affiliate Program Manager: £30,000 - £55,000 Per Annum Digital Marketing Specialist: £28,000 - £52,000 Per Annum Affiliate Network Specialist: £27,000 - £53,000 Per Annum E-commerce Manager: £32,000 - £58,000 Per Annum Conversion Optimisation Specialist: £29,000 - £54,000 Per Annum Course Curriculum Introduction to Affiliate Marketing Passive Income Made Easy Affiliate Marketing Passive Income Made Easy Preview 00:06:00 Module 01: Reason to Consider Affiliate Marketing Reason to Consider Affiliate Marketing 00:06:00 Lesson 01 Make money selling the products that made a difference for you 00:04:00 Lesson 02 Supplement your current income 00:06:00 Lesson 03 Several big companies offer affiliate agreements 00:05:00 Lesson 04 It's a passive income 00:04:00 Lesson 05 Amazing potential for big returns 00:06:00 Module 02: Ways you can Leverage Affiliate Marketing to grow your sales and Small Business Ways you can Leverage Affiliate Marketing to grow your sales and Small Business 00:04:00 Lesson 01 Utilize user-generated content to expand reach 00:05:00 Lesson 02 Leverage affiliate marketing as instant social proof 00:04:00 Lesson 03 Reward your top affiliates 00:05:00 Lesson 04 Boost affiliate percentages on less popular goods 00:03:00 Lesson 05 Have a dedicated email campaign for your affiliate program 00:04:00 Module 03: Top Companies to Find Affiliate Marketing Products Top Companies to Find Affiliate Marketing Products 00:04:00 Lesson 01 Amazon 00:04:00 Lesson 02 Clickbank 00:03:00 Lesson 03 Rakuten 00:05:00 Lesson 04 ShareASale 00:04:00 Lesson 05 eBay Partner Network 00:04:00 Module 04: Ways to pick out the Best products to be an Affiliate for Ways to pick out the Best products to be an Affiliate for 00:03:00 Lesson 01 Make A List 00:04:00 Lesson 02 Look For Market Niche For The Products 00:04:00 Lesson 03 Market's Needs 00:04:00 Lesson 04 Leaks 00:04:00 Lesson 05 Customer's Reasons 00:04:00 Module 05: Affiliate Marketing Strategies Affiliate Marketing Strategies 00:04:00 Lesson 01 Choose the Right Affiliates 00:04:00 Lesson 02 Attract Sales with Coupons, Deals, and Promotions 00:04:00 Lesson 03 Leverage the Power of Niche Influencers 00:04:00 Lesson 04 Build a Robust Affiliate Network 00:04:00 Lesson 05 Leverage Affiliate Promotions From Multiple Sources 00:04:00 Module 06: Ways to optimise your product pages for Conversions Ways to optimise your product pages for Conversions 00:04:00 Lesson 01 Have a strategy and a goal before you start building a page 00:04:00 Lesson 02 Keep it clean 00:04:00 Lesson 03 A/B test everything 00:04:00 Lesson 04 Optimize for mobile 00:05:00 Lesson 05 Add social proof 00:04:00 Module 07: Conclusion Affiliate Marketing Passive Income Made Easy review 00:05:00 Assignment Assignment - Affiliate marketing for Passive Income 06:40:00

Embark upon a journey of discovery with the 'AutoCAD VBA Programming - Beginner course,' where your first steps into the realm of programming within AutoCAD will lay a solid foundation for future innovation. This course is meticulously designed to guide you through the essentials, commencing with a comprehensive introduction that sets the stage for your learning adventure. As the curtain rises, you will be introduced to the robust Integrated Development Environment (IDE) where the magic of coding comes to life. Progressing through the syllabus, your insight into the AutoCAD Object Model will expand, revealing the intricacies of harnessing VBA to manipulate this powerful design tool. You'll delve into the world of variables, learning to juggle the data that acts as the building blocks of robust programming structures. As you advance, the course unveils the secret to crafting interactive user interfaces with User Forms and Controls, enabling you to tailor the AutoCAD experience like never before. The crescendo of your learning expedition peaks with mastering decision-making through Conditionals and exploiting the power of Looping to automate repetitive tasks, culminating in your ability to conjure up precise drawing objects with VBA scripts. Your newfound competence will also include troubleshooting your own code with Debugging techniques and navigating unforeseen errors with adept Error Handling strategies, ensuring that you conclude the course poised to tackle real-world challenges with confidence. Learning Outcomes: Gain an understanding of VBA within AutoCAD to create custom scripts. Develop the capability to construct and manipulate user interfaces in AutoCAD. Acquire the skills to make logical decisions and automate tasks through coding. Learn the strategies to identify and correct errors in VBA scripts. Master the application of VBA to enhance precision in AutoCAD drawings. Why buy this AutoCAD VBA Programming - Beginner course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the AutoCAD VBA Programming - Beginner course 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. 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. Who is this course for? Individuals keen to learn programming within a CAD environment. Professionals in the design industry looking to add automation to their toolkits. Beginners in programming aiming to apply their skills in technical drawing. CAD technicians aspiring to increase efficiency in their workflow. Design students seeking to supplement their studies with technical scripting abilities. Prerequisites This AutoCAD VBA Programming - Beginner course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This AutoCAD VBA Programming - Beginner 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. Career path CAD Technician - £20,000 to £35,000 per annum VBA Developer - £30,000 to £60,000 per annum AutoCAD Designer - £25,000 to £40,000 per annum BIM Coordinator - £35,000 to £50,000 per annum Structural Engineer - £28,000 to £48,000 per annum Architectural Technologist - £22,000 to £35,000 per annum Course Curriculum Unit 01: Introduction Module 01: Introduction 00:04:00 Module 02: Course Content Identified 00:06:00 Unit 02: VBA Integrated Development Environment (IDE) Module 01: Setting-up the Environment (Installing VBA IDE) 00:01:00 Module 02: Downloading and Installing AutoCAD VBA IDE 00:04:00 Module 03: Identify and Understand VBA IDE Components (Toolbars and Windows) 00:03:00 Module 04: VBA IDE Walkthrough 00:14:00 Unit 03: Understanding AutoCAD Object Model in VBA Module 01: Examining AutoCAD VBA Object Model Structure 00:07:00 Module 02: Examining AutoCAD Object Model Structure Part 2 00:06:00 Unit 04: Using Variables in VBA Module 01: Working on Variables 00:01:00 Module 02: Using Variables in the Program 00:14:00 Unit 05: User Forms and Controls Module 01: User Forms and Controls Topic Breakdown 00:02:00 Module 02: Using Label, Textbox and Command Button Controls 00:10:00 Module 03: Using ListBox Control 00:06:00 Module 04: Using ComboBox Control 00:09:00 Module 05: Using CheckBox Control 00:08:00 Module 06: Using OptionButton Control 00:03:00 Module 07: Using MultiPage Control 00:10:00 Module 08: Using MultiPage Control Continued 00:14:00 Module 09: Using Frame Control 00:03:00 Unit 06: Conditionals and Decisions in VBA Module 01: Conditions and Decisions Course Outline 00:01:00 Module 02: IF-THEN-ELSE Condition 00:02:00 Module 03: IF-THEN-ELSEIF Condition 00:04:00 Module 04: Conditional Operators in VBA 00:04:00 Module 05: Logical Operators in VBA 00:07:00 Module 06: SELECT CASE Statement in VBA 00:05:00 Unit 07: Looping and Iterations in VBA Module 01: Looping and Iterations Overview 00:02:00 Module 02: Using DO-WHILE Loop in VBA 00:04:00 Module 03: Using DO-UNTIL Loop in VBA 00:02:00 Module 04: Using FORNEXT Loop in VBA 00:02:00 Module 05: Using FOREACHNEXT Loop in VBA 00:03:00 Unit 08: Drawings Objects in VBA Module 01: Drawing Objects Overview 00:01:00 Module 02: Draw a Line Object using Utility Function 00:03:00 Module 03: Draw a Line Object using Points from User's Input 00:07:00 Module 04: Draw a Circle Object Using Utility Functions 00:03:00 Module 05: Draw a Text Object using Utility Functions 00:05:00 Module 06: Draw a LWPolyline and Polyline Objects 00:06:00 Unit 09: Code Debugging in VBA Module 01: Code Debugging Overview3 00:01:00 Module 02: Code Debugging in VBA Demo3 00:12:00 Module 03: Code Debugging in VBA Demo Continued 00:02:00 Unit 10: Error Handling in VBA Module 01: Error Handling Course Outline 00:02:00 Module 02: Error Handling in VBA Demo 00:13:00 Unit 11: Conclusion Module 01: Conclusion and Thank you! 00:01:00 Assignment Assignment - AutoCAD VBA Programming - Beginner course 00:00:00

Embark on an exciting journey into the world of 'Dog Training' with our comprehensive course. Whether you're a passionate dog lover or an aspiring dog trainer, this course provides a rich learning experience. 'The Proof Is In The Pudding,' and by the end of this course, you'll have a proven track record in understanding canine behavior, addressing common dog issues, and effectively communicating with your four-legged friends. Discover the secrets of curbing aggression and food-stealing, master the art of greeting dogs, and learn to tackle separation anxiety. Decode the language of dogs and find answers to popular dog questions. You'll even gain valuable insights into puppy training. This course equips you with the skills and knowledge required for successful dog training consultations. Join us and embark on an enriching journey towards becoming a proficient dog trainer. Learning Outcomes Understand dog behavior and language. Effectively address aggression, food-stealing, and separation anxiety. Master techniques to prevent jumping up. Provide expert advice on common dog and puppy training questions. Conduct successful dog training consultations with clients. Why choose this Dog Training 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 Dog Training course for? Aspiring dog trainers looking to enhance their skills. Dog owners interested in understanding and training their pets. Animal lovers keen on mastering canine behavior. Professionals in pet-related fields seeking to expand their knowledge. Anyone passionate about fostering a better relationship with dogs. Career path Professional Dog Trainer: £18,000 - £30,000 Canine Behaviorist: £20,000 - £35,000 Dog Training Consultant: £20,000 - £35,000 Pet Care Specialist: £16,000 - £25,000 Animal Welfare Officer: £18,000 - £30,000 Pet Retail Manager: £18,000 - £30,000 Prerequisites This Dog Training does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Dog Training 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 Proof Is In The Pudding Why Getting 2, 8 Week Old Parson Terrier Puppies Changed My Life And My Career! 00:03:00 Module 02: Here's What You'll Get From This Course Here's what you'll get from this course 00:03:00 Module 03: Feeding Time - Aggression and Stealing Food How To Communicate You're In Charge During Feeding Time 00:10:00 How To Stop Food Aggression And Stealing Food 00:08:00 This Dog Is A Professional At Stealing Food, You'll Be Amazed At What He Does! 00:04:00 Module 04: The Right Way To Greet A Dog And Stop Jumping Up How You Greet Your Dog Says So Much More Than Hello - Here's Why 00:12:00 It's Not As Difficult As You May Think To Do And Makes The World Of Difference 00:05:00 Help! What When Visitors Come Round And Get Jumped On? Here's What To Do 00:05:00 Here's The Right Way For Guests To Enter Your Home And Stop Jumping Up 00:02:00 Module 05: Separation Anxiety How To Stop Dogs Barking, Chewing, Panting And Pacing When Left Alone 00:13:00 The Time To Get This Right Is When They Are A Puppy - Here's How To Do It 00:02:00 Can You Resolve Separation In Dogs Of All Ages? Yes! Here's How 00:02:00 Module 06: Dog Language - What They're Really Saying! Is Your Dog Trying To Calm You Down?! Find Out Here 00:09:00 This ONE Technique Works Like Magic With Numerous Unwanted Behaviours 00:10:00 The 3 F's For Dogs And Top Tips 00:01:00 Module 07:The Answers To 10 Popular Dog Questions You Are Likely To Be Asked Read This First As It Will Really Help You With The Following Videos 00:20:00 Here's The Answers To Frequently Asked Dog Training Questions Numbers 1 and 2 00:09:00 Here's The Answers To Commonly Asked Dog Training Questions Numbers 3 and 4 00:09:00 Here's The Answers To Frequently Asked Dog Training Questions Numbers 5 and 6 00:06:00 Here's The Answers To Top Dog Training Questions 7 and 8 00:09:00 Here's The Answers To Commonly Asked Dog Training Questions 9 and 10 00:08:00 Module 08: The Answers To 10 Common Puppy Training Questions That You'll Likely To Be Asked Read This First As It Will Really Help You With The Following Videos 00:25:00 Here's The Answers To Commonly Asked Puppy Training Questions Numbers 1 and 2 00:10:00 Here's The Answers To Popular Puppy Training Questions 3 and 4 00:05:00 Here's The Answers To Common Puppy Training Questions Numbers 5 and 6 00:07:00 Here's The Answers To Popular Puppy Training Questions Numbers 7 and 8 00:06:00 Here' The Answers To Common Puppy Training Questions Numbers 9 and 10 00:09:00 Module 09: Dog Training Consultations With Clients Someone Has Said Yes To A Dog Training Consultation With You - Here's What To Do 00:09:00 Dog Training Consultation Form 00:05:00 Dog Training Confirmation Letter Template - Page 1 00:05:00 Dog Training Confirmation Letter Template - Page 2 00:05:00 Top Tips Of What To Include During Your Dog Training Consultation 00:14:00 Top Tips Of What To Include During A Dog Training Consultation Handout 00:05:00 Agreement Letters To Be Signed After The Consultation 00:06:00 Agreement Letter Template - The One You Sign And Leave With Your Client 00:05:00 Agreement Letter Template - The One Your Client Signs And You Keep 00:05:00 How To Leave A Consultation On A High 00:02:00 The Best 'Feel Good' Dog Poem Ever! 00:05:00 Mock Exam Mock Exam - Dog Training 00:20:00 Final Exam Final Exam - Dog Training 00:20:00

Unlock the power of data with our 'Data Analytics with Tableau' course, a gateway to visualising and understanding your business's most crucial insights. Whether you're analysing sales, human resources, or stock prices, our expertly curated projects will equip you with the prowess to transform raw data into actionable strategies. With Tableau at your fingertips, you'll navigate diverse datasets from Discount Mart's profits to Tesla's stock prices, and more. This course isn't just about data; it's about weaving compelling stories that drive decision-making, all while delving into the foundations of database concepts. Learning Outcomes Understand the core functionalities of Tableau for data visualisation. Analyse and interpret datasets from various business domains such as sales, HR, and stock markets. Craft Tableau stories that effectively communicate insights and drive decisions. Acquire foundational knowledge of database concepts pertinent to data analytics. Gain proficiency in executing projects and transforming business questions into analytical solutions. Why choose this Certificate in Data Analytics with Tableau at QLS Level 3 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are 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. Who is this Certificate in Data Analytics with Tableau at QLS Level 3 for? Individuals seeking to elevate their data visualisation skills using Tableau. Business analysts and consultants aiming to harness the power of data-driven storytelling. Marketing professionals keen on deriving actionable insights from data. Finance and HR professionals looking to analyse datasets effectively. Entrepreneurs aiming to make data-driven decisions for their enterprises. Career path Data Analyst: £25,000 - £40,000 Tableau Developer: £30,000 - £55,000 Business Intelligence Analyst: £28,000 - £50,000 Data Visualisation Expert: £32,000 - £57,000 HR Analytics Specialist: £29,000 - £52,000 Stock Market Data Analyst: £27,000 - £48,000 Prerequisites This Certificate in Data Analytics with Tableau at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Module 01: Introduction to the Course Introduction to the Course 00:02:00 What is Tableau?An Introduction to Tableau 00:03:00 How this course is Structured 00:01:00 Installing the Free Full Version of Tableau 00:02:00 Module 02: Project 1: Discount Mart (Sales and Profit Analytics) Project Brief for Discount Mart 00:03:00 Connecting and Preparing Data for Discount Mart 00:15:00 Building Charts on Tableau for Discount Mart (Part 1) 00:33:00 Building Charts on Tableau for Discount Mart (Part 2) 00:16:00 Creating Headline Cards on Tableau for Discount Mart 00:10:00 Building and Publishing Dashboards on Tableau 00:15:00 Module 03: Project 2: Green Destinations (HR Analytics) Project Brief for Green Destinations 00:02:00 Connecting and Preparing Data for Green Destinations 00:09:00 Building Charts on Tableau (Part 1) for Green Destinations 00:28:00 Building Charts on Tableau (Part 2) for Green Destinations 00:08:00 Creating Headline Cards on Tableau 00:12:00 Building a Dashboard for Green Destinations 00:12:00 Publish your Dashboard to Tableau Public 00:03:00 Module 04: Project 3: Superstore (Sales Agent Tracker) Project Brief for Super Store 00:02:00 Connecting and Preparing Data for Super Store 00:17:00 Building Charts on Tableau (Part 1) for Super Store 00:34:00 Building Charts on Tableau (Part 2) for Super Store 00:23:00 Building a Dashboard 00:18:00 Publish your Dashboard to Tableau Public 00:03:00 Module 05: Northwind Trade (Shipping Analytics) Project Brief for Northwind Trade 00:03:00 Connecting and Preparing Data for Northwind Trade 00:14:00 Building Charts on Tableau for Northwind Trade 00:37:00 Building and Publishing Dashboards for Northwind Trade 00:10:00 Module 06: Project 5: Tesla (Stock Price Analytics) Project Brief for Tesla 00:02:00 Creating a Data Source through Google Sheet Functions 00:05:00 Connect to the Data for Tesla 00:04:00 Building Charts on Tableau for Tesla 00:22:00 Building Headline Cards 00:09:00 Building a Tesla Dashboard 00:08:00 Publish your Dashboard to Tableau Public 00:03:00 Module 07: Bonus: Introduction to Database Concepts Introduction to Database Concepts 00:01:00 Understanding Relational Databases 00:04:00 Relationships of Database Entities 00:02:00 Primary and Foreign Keys 00:01:00 Data types and Naming Conventions 00:04:00 Module 08: Tableau Stories Creating Stories on Tableau 00:05:00 Resources Resources - Certificate in Data Analytics with Tableau at QLS Level 3 00:00:00 Assignment Assignment - Certificate in Data Analytics with Tableau at QLS Level 3 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics 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 Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics 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 Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00

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