Linear Regression
Step-by-Step Tutorials
Introduction to Linear Regression
Understand the goals of regression models and how linear equations form the foundation.
→Sklearn Linear Regression Guide
Learn model fitting, evaluation metrics, and real-world examples using Python’s scikit-learn.
→Linear Regression with scikit-learn
A beginner-friendly walkthrough with Python code and visualizations.
→Video Tutorials
Intro to Simple Linear Regression
A clear walkthrough of regression goals and how linear equations apply to real data.
Machine Learning in Python: Building a Linear Regression Model
Foundational concepts explained with visuals and examples for beginners.
Linear Regression Made Easy
Breaks down coefficients, R², and hypothesis testing in a simple visual style.