Created 4 years ago
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Linear regression 1D: Training Two Parameter Stochastic Gradient Descent (SGD)
Objective
- How to use SGD(Stochastic Gradient Descent) to train the model.
Table of Contents
In this Lab, you will practice training a model by using Stochastic Gradient descent.
- Make Some Data
- Create the Model and Cost Function (Total Loss)
- Train the Model:Batch Gradient Descent
- Train the Model:Stochastic gradient descent
- Train the Model:Stochastic gradient descent with Data Loader
Estimated Time Needed: 30 min