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Can I read Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition on EtoBox?
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition by Aurelien Geron [Géron, Aurélien] is a nonfiction available to read on EtoBox.
What is Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition 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. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to 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.Explore the machine learning landscape, particularly neural netsUse Scikit-Learn to track an example machine-learning project end-to-endExplore several training models, including support vector machines, decision trees, random forests, and ensemble methodsUse the TensorFlow library to build and train neural netsDive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
Who reads Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Aurelien Geron [Géron, Aurélien]
- Publisher
- O'Reilly Media, Incorporated
- Published
- 2019
- Language
- EN
- ISBN
- 9781492032618
- Category
- nonfiction
- Subjects
- Science, Language Learning, Computer Science
- Rating
- 3.86 / 5 (7 ratings)
- Updated
- 2026-03-24
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 (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 3rd Edition (Third) (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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