How to Configure and Tune Batch Size for your Neural Network?

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1. How to perform sensitivity analysis to understand gradient precision for your architecture?
2. Why Batch Size is so important ?
3. Three variations of Gradient Descent implementations and how to find the sweet spot for managing convergence speed, stability and accuracy.
All with this hands on step by step implementation in Python & Keras.

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Great video! Wouldn't the optimum batch size be dependent on the size of the training dataset?

lakeguy