Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron.
Material type: TextPublication details: Sebastapol, CA, O'Reilly Media, Inc., 2023.Edition: 3rd edDescription: xxv, 834 p.: ill. (some col.) ; 24 cmISBN:- 9781098125974
- 005.133 23
- QA76.73 G47 2023
Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|---|
Books | Zetech Library - Mang'u General Stacks | Non-fiction | QA76.73 .G47 2023 (Browse shelf(Opens below)) | Checked out | 06/10/2024 | Z011571 | ||
Books | Zetech Library - TRC General Stacks | Non-fiction | QA76.73 .G47 2023 (Browse shelf(Opens below)) | C2 | Checked out | 07/10/2024 | Z011572 |
Includes bibliographical references and index.
The fundamentals of machine learning. The machine learning landscape--End-to-end machine learning project--Classification--Training model--Support vector machines--Decision trees ; Ensemble learning and random forests--Dimensionality reduction--Unsupervised learning techniques--Neural networks and deep learning. Introduction to artificial neural networks with Keras--Training deep neural networks--Custom models and training with TensorFlow--Loading and preprocessing data with TensorFlow--Deep computer vision using convolutional neural networks--Processing sequences using RNNs and CNNs--Natural language processing with RNNs and attention--Autoencoders, GANs, and diffusion models--Reinforcement learning--Training and deploying TensorFlow models at scale.
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