A Practitioner’s Guide to Machine Learning

Advanced Topics

Now that we’ve discussed different unsupervised and supervised learning methods, we explore some other special-purpose methods, which can be used to solve somewhat less straightforward problems:

Deep Learning
Information Retrieval (Similarity Search)
Recommender Systems (Pairwise Data)
Time Series Forecasting
Reinforcement Learning