Lexicons, n-grams and Language ModelsExplores lexicons, n-grams, and language models, emphasizing their importance in recognizing words and the effectiveness of n-grams for various tasks.
Birth and Death ChainsExplores transience and recurrence in Markov chains, emphasizing birth and death chains and random walks.
