Description

On this course, we are going to construct on our information of primary fashions and discover superior AI strategies. We’ll begin with a deep dive into neural networks, constructing our information from the bottom up by inspecting the construction and properties. Then we’ll code some easy neural community fashions and be taught to keep away from overfitting, regularization, and different hyper-parameter tips. After a venture predicting probability of coronary heart illness given well being traits, we’ll transfer to random forests. We’ll describe the variations between the 2 strategies and discover their differing origins intimately. Lastly, we’ll full a venture predicting similarity between well being sufferers utilizing random forests.

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