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Regression Masterclass
A practical, project-based path to Regression in Machine Learning
By Ananya Gupta
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Basic
English
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What you'll learn
- Understand the core concepts of Regression and how they fit together
- Build hands-on projects using Regression that you can add to your portfolio
- Apply Regression to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common Regression mistakes
- Gain the confidence to use Regression at work and in interviews
Skills you'll gain
Regression
Practical Projects
Debugging
Best Practices
Problem Solving
Machine Learning
About this course
Want to get genuinely good at Regression? This practical course in our Data Science & AI track takes you from the essentials to applied, real-world skills. You'll learn by building — not just watching — with downloadable resources and exercises throughout. Ananya Gupta guides you step by step through Machine Learning, focusing on the skills employers actually look for. Finish ready to put Regression on your resume and use it with confidence.
Curriculum
Getting Started
- Welcome and what you'll build video · 09:00 ▶ Free preview
- Regression in 10 minutes video · 10:00 ▶ Free preview
- Your first Regression walkthrough video · 11:00
Core Concepts
- Your first Regression walkthrough video · 16:00
- Hands-on exercise video · 17:00
- Building the project — part 2 video · 06:00
- Best practices from industry video · 07:00
Hands-On Practice
- Debugging and troubleshooting video · 11:00
- Performance and optimisation video · 12:00
- Testing your work video · 13:00
- Welcome and what you'll build video · 14:00
- Regression in 10 minutes video · 15:00
Building Real Projects
- Welcome and what you'll build video · 06:00
- Regression in 10 minutes video · 07:00
- Your first Regression walkthrough video · 08:00