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Learn about the learning outcomes of this chapter.

What to expect from this chapter

In this chapter, we will:

  • Define a simple linear regression model.

  • Walkthrough every step of gradient descent: initializing parameters, forward pass, computing errors and loss, computing gradients, and updating parameters.

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