Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14

Stochastic gradient descent, batch gradient descent and mini batch gradient descent are three flavors of a gradient descent algorithm. In this video I will go over differences among these 3 and then implement them in python from scratch using housing price dataset. At the end of the video we have an exercise for you to solve.

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#stochasticgradientdescentpython #stochasticgradientdescent #batchgradientdescent #minibatchgradientdescent #gradientdescent

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Code of this tutorial: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/8_sgd_vs_gd/gd_and_sgd.ipynb
Exercise: Go at the end of above link to find description for exercise

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Prerequisites for this series:   
1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0    
2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw  

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