Resources#

Cheat Sheet#

Youtube Video#

  • StatQuest

    • Stats and Prob Basics

    • ML Models and Frameworks

    • NN (CNN, RNN, LSTM, Transformers)

    • MLE, likelihood

    • Bayes

  • Kapil Sachdeva

    • Bayesian

    • Variational Inference & AutoEncoder

    • HMM

    • Sampling Methods

Reading#