Epochs, Iterations and Batch Size | Deep Learning Basics

Описание: Epoch, Iteration, Batch Size?? What does all of that mean and how do they impact training of neural networks?


I describe all of this in this video and I also go into some details of how Gradient Descent differs from Stochastic Gradient Descent in terms of training your neural network.


TIMESTAMPS:
0:00 Intro & Training Cycle
0:58 Iteration
2:04 Epoch
3:06 Full batch GD
4:27 Mini Batch SGD pros & cons
6:41 Conclusion


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