Linear Regression from Scratch ||
📌 What is Linear Regression & How to CODE it from Scratch? | Machine Learning Algorithm
In this video, we’ll break down one of the **most fundamental ML algorithms – Linear Regression**. You’ll learn:
✅ What Linear Regression actually is
✅ Why it’s used in Machine Learning
✅ The math behind the algorithm (loss function & gradient descent)
✅ Step-by-step coding Linear Regression *from scratch*
✅ Also using sklearn library
✅ Making predictions and evaluating performance
By the end of this video, you’ll understand *how a simple straight line can be used to predict values* and how to build your own regression model in Python without relying on libraries.
Perfect for *beginners in Machine Learning, Data Science, and AI* 🚀
---------------------------- Video Resources--------------------------------
Notebook Link - https://www.kaggle.com/code/shahabaj1...
Dataset Used - https://www.kaggle.com/datasets/himan...
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