Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
DETAILED SUMMARY / BACK COVER
Authored by Aurélien Géron,
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
provides a practical guide to building intelligent systems. This third edition covers essential machine learning principles, deep learning advancements, reinforcement learning, and natural language processing, all implemented using Python libraries such as Scikit-Learn, Keras, and TensorFlow.
Why You Should Read?
Master practical machine learning techniques, from linear regression to deep learning.
Implement robust neural networks and advanced models with TensorFlow and Keras.
Gain hands-on experience applying ML principles to real-world datasets and model optimization.
Explore modern deep learning architectures including CNNs, RNNs, and Transformers.