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Advanced courses

The advanced courses teach tools and techniques for solving a variety of machine learning problems.

The courses are structured independently. Take them based on interest or problem domain.

Decision forests are an alternative to neural networks.
Recommendation systems generate personalized suggestions.
Clustering is a key unsupervised machine learning strategy to associate related items.
GANs create new data instances that resemble your training data.
Is that a picture of a cat or is it a dog?
Hands-on practice debugging fairness issues.