Goal:
The goal of the subject is to provide a general overview of learning algorithms, introduce concepts in machine learning. The introduced algorithms will be implemented in Python or Matlab.
Course description:
The course focuses on introducing concepts such as training, validation, testing, loss functions, classification, regression. The course mostly focuses on linear regression. multilayer perceptron models, and their implementation.