Model Fitting

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In this section, we will look at simple models with few parameters. We show that the gradient descent method can be applied to optimize the model parameters with respect to a given as of observations.

We will also introduce the deep learning library, TensorFlow, which provides automatic gradient computation and gradient descent based optimization for free.