Géron, Aurélien, <br/><br/>
Hands-on machine learning with Scikit-Learn, Keras and TensorFlow :  concepts, tools, and techniques to build intelligent systems  

 - Third edition. 
 - Mumbai  Shroff Publishers and Distributors  2025 
 - xxv, 834 p. 
<br/><br/>The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; 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. 
<br/><br/><label>ISBN: </label>9789355421982 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Python (Computer program language)<br/>Machine learning.<br/>Artificial intelligence.<br/>Apprentissage automatique.<br/>Python (Langage de programmation)<br/>Intelligence artificielle.<br/>artificial intelligence.<br/>Artificial intelligence<br/>Machine learning<br/>Python (Computer program language)
<br/><br/><label>Dewey Class. No.: </label>006.31  / GER/H