Books

Data Science Books

Beginners

• Numsense! Data Science for the Layman: No Math Added*

Application-related

• Generative AI with Python and TensorFlow 2: Create images, text, and music with VAEs, GANs, LSTMs, Transformer models*

• Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming*

• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems*

• Dive into Deep Learning

Theory

• The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition*

• Deep Learning (Adaptive Computation and Machine Learning series)*

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