The "Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More" textbook by Amita Kapoor, Sujit Pal, and Antonio Gulli covers various deep learning techniques using the TensorFlow 2 and Keras APIs. Published by Packt Publishing in 2019, this 2nd edition book offers 646 pages of content in a trade paperback format. It is a comprehensive resource for those in the field of web services, natural language processing, and neural networks, making it a valuable addition to any computer science student or professional's library.