42894 Advanced Machine Learning2cp; 2hpw
Requisite(s): 42820 Machine Learning Foundations
The Advanced Machine Learning subject offers an introduction of some advanced machine learning data models, algorithms and theoretical results. It is designed for learners with some existing familiarity with machine learning who are looking for a deeper understanding (both theory and hands-on) of statistical learning theory and empirical risk minimization to improve their ML models and algorithms.
Detailed subject description.