Machine Learning FundamentalsIntroduces fundamental machine learning concepts, covering regression, classification, dimensionality reduction, and deep generative models.
Splines and Machine LearningExplores supervised learning as an ill-posed problem and the integration of sparse adaptive splines into neural architectures.