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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 on EtoBox?
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron is a science book 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 about?
Through a recent series of 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 best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started. Use scikit-learn to track an example machine learning project end to end Explore several models, including support vector machines, decision trees, random forests, and ensemble methods Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection Dive into neural net architectures, including convolutional nets, re
Who reads Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Aurélien Géron
- Publisher
- O'Reilly Media, Incorporated
- Published
- 2022
- Language
- EN
- ISBN
- 9781098125974
- Category
- science
- Subjects
- Computer Science, Science, Language Learning
- Rating
- 4.8 / 5 (3,256 ratings)
- Updated
- 2026-03-14
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, 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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