C S F012A - 4.5 Units - INTRO TO MACHINE LEARNING prequisite CS 3A

 

C S F012A - 4.5 Units - INTRO TO MACHINE LEARNING

A survey of machine learning algorithms and modern packages. Includes models in supervised, unsupervised, and reinforcement learning. Explores the entire machine learning pipeline from dataset selection through model evaluation. Students will gain practical experience coding models, with less emphasis on math and theory. *** Prerequisite: C S 3A. *** Advisory: Students will benefit from prior exposure to statistics.