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Machine Learning

Regression

Explore the intricacies of regression in machine learning, focusing on predicting continuous values and refining predictive models.
Goal:
Learn how continuous values are predicted.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Linear Regression

Understand the fundamentals and applications of linear regression in predicting outcomes.
Start2 Micro-lessons

Micro lesson 1
Understanding Linear Regression
Micro lesson 2
Challenges in Linear Regression
Lesson 2

Polynomial Regression

Explore how polynomial regression can model non-linear relationships.
Start2 Micro-lessons

Micro lesson 1
Applying Polynomial Regression
Micro lesson 2
Evaluating Polynomial Models
Lesson 3

Regularization Techniques

Learn how regularization techniques help in preventing overfitting in regression models.
Start2 Micro-lessons

Micro lesson 1
Introduction to Regularization
Micro lesson 2
Advanced Regularization Techniques