Lectures related to Dirichlet process

Covers the basics of Partial Differential Equations, focusing on heat transfer modeling and numerical solution methods.

Explores words, tokens, and language models in NLP, covering challenges in defining them, lexicon usage, n-grams, and probability estimation.

Introduces the fundamentals of supervised learning, including loss functions and probability distributions.