Deep Learning
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep learning. MIT Press.
https://www.deeplearningbook.org/
Chapter 12 covers Sequence Modeling, including techniques for processing sequential data such as text, making it highly relevant for Natural Language Processing (NLP) tasks. This chapter is essential for understanding how recurrent neural networks (RNNs) and other deep learning models are used for sentiment analysis and text generation. Students should review this to learn the fundamentals of neural networks in the context of language modeling.