These notebooks present a hidden Markov model (part-of-speech tagging), an n-grams language model (auto-complete system), and a CBOW model (computing word embeddings), as well as supporting techniques such as dynamic programming (autocorrect system), the Viterbi algorithm, and the perplexity score.