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Books like Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron


Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow presents a practical guide to modern machine‑learning techniques using Python. The updated edition features concrete examples, minimal theory, and full code for Scikit‑Learn and TensorFlow 2, including Keras’ high‑level API. Readers explore fundamental tasks such as linear regression, then move to advanced deep‑learning methods, covering TensorFlow’s Data API, Eager Execution, Estimators, deployment on Google Cloud ML, time‑series analysis, embeddings, and more. Each chapter concludes with exercises that allow immediate application of the concepts on real data.
First publish date: 2019
Genre: Technology & Computing/Artificial Intelligence
Authors: Aurélien Géron
★ ★ ★ ★ ★ 4.2 (5 community ratings)

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron

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