Ever wondered how linear regression actually works behind the scenes? 🤔 In this video, we’ll break it down step-by-step and build a Linear Regression model from scratch using Gradient Descent in Python.
Dataset link:
https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_diabetes.html
sklearn linear regression documentation:
https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
🔧 What you'll learn:
How to implement linear regression from the ground up 🧠
How gradient descent optimizes the model
How to compare your custom model’s performance with sklearn.linear_model.LinearRegression
📊 Whether you're just starting out with machine learning or want a deeper understanding of how models are trained, this video is perfect for you!
👉 At the end, we compare our custom model with scikit-learn’s implementation and see how well we did!
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#LinearRegression #MachineLearning #GradientDescent #Python #Sklearn #MLFromScratch