Multiple Linear Regression with Gradient Descent from Scratch

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United States Kody Simpson
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Published on ● Video Link: https://www.youtube.com/watch?v=O96hzKRx3O4


Duration: 0:00
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In this episode of the Machine Learning fundamentals series, I show you in more detail how linear regression models work, how they are trained including the Normal Equation and Gradient Descent, and finally how to code all of this from scratch to get a deeper understanding. #machinelearning #ml

Colab Notebooks: https://drive.google.com/drive/folders/16fu-B4-Iz2GZdcSe0mIYJ739tk1gNCWw?usp=sharing
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Timestamps:
0:00:00 - How Linear Regression Works
0:26:35 - Implementing the Normal Equation
0:33:57 - Gradient Descent
0:53:03 - Vectorized Gradient Descent

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