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This video is part of an online course, intro to data science. Implementing all the concepts and matrix equations in python from scratch is really fun exciting. This video will go through linear regression using gradient descent.
Dive into deep learning uc berkeley, stat 157 slides are at http//coursesd2lai the book is http//wwwd2lai. Is the base of all machine learning. In this video we show how you can implement the batch gradient descent and stochastic algorithms from scratch python.
In this video i will explain linear regression using stochastic gradient descent from scratch part4. Demonstration of a simplified version the gradient descent optimization algorithm. It shown how when using.
This video is part of an online course, intro to data science. Implementation in matlab is demonstrated. Thanks to numpy, a package for tensor operations.