4.Ketkar,Moolayil Deep Learning With Python

A practical introduction to deep learning using Python, intended for data science, artificial intelligence, and computer science students who have some programming experience. The authors guide readers through neural networks, training models, and implementing deep learning solutions with popular Python libraries. The book balances theoretical explanation with hands-on examples, making it suitable for lecture courses, independent study, and project work. It also ties into topics like machine learning, computer vision, natural language processing, and model deployment that students may meet in research or industry.