Python Deep Learning - Second Edition

Different machine learning approaches

As we have seen, the term machine learning is used in a very general way, and refers to the general techniques used to extrapolate patterns from large sets, or it is the ability to make predictions on new data based on what is learned by analyzing available known data. Machine learning techniques can roughly be divided in two large classes, while one more class is often added. Here are the classes:

• Supervised learning
• Unsupervised learning
• Reinforcement learning