Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Language: English
Published by O'Reilly Media, 2022
- Softcover
- Used
Seller: Tin Can Mailman, Arcata, Arcata, CA, U.S.A.Tin Can Mailman, Arcata
AbeBooks seller since September 28, 1999
Condition: Used - Very good
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Add to basketItem description from seller
Seller Inventory # SKU1016744
- Title
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
- Author
- Géron, Aurélien
- Publisher
- O'Reilly Media
- Publication year
- 2022
- Condition
- Very Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 1098125975
- ISBN 13
- 9781098125974
- Edition
- 3rd Edition
- Item weight
- 48 ounces
- Dimensions
- 7x2x9
With this updated third edition, author Aurélien Géron 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 ML 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, recurrent nets, generative adversarial networks, autoencoders, diffusion models, and transformers
- Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning
"Synopsis" may belong to another edition of this title.
About the Author
Before this he worked as an engineer in a variety of domains: finance (JP Morgan and Société Générale), defense (Canada's DOD), and healthcare (blood transfusion). He published a few technical books (on C++, WiFi, and Internet architectures), and was a Computer Science lecturer in a French engineering school.
A few fun facts: he taught his 3 children to count in binary with their fingers (up to 1023), he studied microbiology and evolutionary genetics before going into software engineering, and his parachute didn't open on the 2nd jump.
"About the title" may belong to another edition of this title.
Tin Can Mailman, Arcata
Arcata, CA, U.S.A.
AbeBooks seller since September 28, 1999
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