Monte Carlo: Markov ChainsCovers unsupervised learning, dimensionality reduction, SVD, low-rank estimation, PCA, and Monte Carlo Markov Chains.
Implicit Generative ModelsExplores implicit generative models, covering topics like method of moments, kernel choice, and robustness of estimators.
Estimators and BiasExplores estimators, bias, and efficiency in statistics, emphasizing the trade-off between bias and variability.