TY  - BOOK
AU  - Géron,Aurélien
TI  - Hands-on machine learning with Scikit-Learn, Keras and TensorFlow: concepts, tools, and techniques to build intelligent systems 
SN  - 9789355421982
U1  - 006.31 
PY  - 2025///
CY  - Mumbai
PB  - Shroff Publishers and Distributors
KW  - Python (Computer program language)
KW  - Machine learning
KW  - Artificial intelligence
KW  - Apprentissage automatique
KW  - Python (Langage de programmation)
KW  - Intelligence artificielle
KW  - artificial intelligence
N1  - 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
ER  -