Lectures related to Machine Learning Fundamentals

Testing and Debugging Log in to Mediaspace to watch this video

Explores the history of computing, automated testing, TDD, test coverage, bug reports, and debugging.

Modern Regression: Smoothing and Modelling Choices Log in to Mediaspace to watch this video

Explores roughness penalty, band matrices, and Bayesian inference in regression smoothing.

Legal Implications of Data Processing and AI Log in to Mediaspace to watch this video

Explores legal obligations and ethical considerations in data processing and AI, covering consumer credit, data protection, and automated decision-making.