Spoilers
Learn about the learning outcomes of this chapter.
We'll cover the following...
What to expect from this chapter
In this chapter, we will:
- 
Define a simple linear regression model. 
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Walkthrough every step of gradient descent: initializing parameters, forward pass, computing errors and loss, computing gradients, ... 
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