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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3rd Edition (Third) by Aurélien Géron is a book available to read on EtoBox.
What is Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3rd Edition (Third) about?
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. The updated edition of this best-selling book uses concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow 2--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. Practitioners will learn a range of techniques that they can quickly put to use on the job. Part 1 employs Scikit-Learn to introduce fundamental machine learning tasks, such as simple linear regression. Part 2, which has been significantly updated, employs Keras and TensorFlow 2 to guide the reader through more advanced machine learning methods using deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started. NEW FOR THE SECOND EDITION: Updated all code to TensorFlow 2Introduced the high-level Keras APINew and expanded coverage including TensorFlow's Data API, Eager Execution, Est
- Author
- Aurélien Géron
- Publisher
- O'Reilly Media, Incorporated
- Published
- 2019
- Language
- EN
- ISBN
- 9781098122478
- Subjects
- Science, Computer Science, Language Learning
Other editions & translations
- Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow (Early Release) (2019)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems (2019)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition (2019)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems (2022)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition (2019)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition (2022)
- Hands-On Machine Learning with Scikit-Learn and TensorFlow (Early Release) (2019)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems (2023)
- Deep Learning avec Keras et TensorFlow: Mise en oeuvre et cas concrets (2020)
- Uczenie maszynowe z użyciem Scikit-Learn i TensorFlow. Wydanie II (2020)
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. Keras & TensorConcepts, Tools, and Techniques to Build Intelligent Systems (2022)
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