Course curriculum
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1
Linear Regression
- Introduction to the Problem Statement
- Resources for this Course
- Introduction to Linear Regression
- Significance of Slope and Intercept in the linear regression
- How Model Decides The Best-Fit Line
- Let’s Build a Simple Linear Regression Model
- Model Understanding Using Descriptive Approach
- Model Understanding Using Descriptive Approach - II
- Model Building Using Predictive Approach
- Quiz: Linear regression
Understanding Learning Regression
This free course will help you understand the fundamentals of linear regression in a straightforward manner. By the end of this course, you will be able to build predictive models using linear regression techniques. With a carefully curated list of resources and exercises, this course serves as your comprehensive guide to mastering linear regression.
Who Should Enroll:
- Professionals: Individuals looking to expand their skill set and apply machine learning across different industries.
- Aspiring Students: For those setting out on their journey to mastering machine learning and making a mark in the tech world.
Key Takeaways from the course
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Learn Linear Regression technique and build real-world Machine Learning Models.
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Hands-On Experience: Engage with exercises designed to reinforce your learning and apply concepts in real-world scenarios.