Neural Networks For Your Dog - 3.6 Stochastic Gradient Descent

Опубликовано: 21 Июль 2021
на канале: GormAnalysis

166

In this video, we'll see how stochastic gradient descent can be used to improve the learning algorithm by reducing time, memory, and convergence on local minima.

0:00 - intro
1:04 - stochastic gradient descent
3:46 - reduced convergence on local minima
4:06 - challenge
4:43 - solution
5:51 - code demo

-- Code -----------------------
https://github.com/ben519/nnets-for-y...

-- Vids & Playlists ---------------------------------
Google Colab -    • Introduction to Google Colab
NumPy -    • Python NumPy For Your Grandma
Pandas -    • Python Pandas For Your Grandpa
Neural Networks -    • Neural Networks For Your Dog

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