This course will introduce you to the various aspects of NLP and AI model development. You will learn about the fundamentals of language understanding, including converting words to features. You will also learn about various models such as N-Gram, Word2Vec, and sequence-to-sequence models and the metrics to evaluate the quality of the generated text. Finally, you will implement document classification, build, and train a simple language model, integrate Word2Vec, and develop a sequence-to-sequence model.

By the end of the course, you will be able to:

Fundamentals of Language Understanding

Word2Vec and Sequence-to-Sequence Models