Linear Regression
Given a set of points, find a line that fits the data best! Even this simple form of regression allows us to predict future points.
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Key Concepts
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Gradient descent step
Gradient descent step
The size of the step that gradient descent takes is called the learning rate. Finding an adequate value for the learning rate is key to achieve convergence. If this value is too large the algorithm will never reach the optimus, but if is too small it will take too much time to achieve the desired value.
Linear Regression
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Linear Regression
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