TY - BOOK AU - Geron, Aurelien TI - Hands on Machine Learning with Scikit Learn and TensorFlow: Concepts, Tools and Techniques to Build Intelligent Systems SN - 9789352135219 U1 - 006.31 PY - 2017/// CY - Mumbai PB - Shroff Publishers & Distributors Pvt. Ltd. KW - Computer Engineering N1 - Part I: The Fundamentals of Machine Learning 1. The Machine Learning Landscape 2. End-to-End Machine Learning Project 3. Classification 4. Training Models 5. Support Vector Machines 6. Decision Trees 7. Ensemble Learning and Random Forests 8. Dimensionality Reduction Part II: Neural Networks and Deep Learning 9. Up and Running with TensorFlow 10. Introduction to Artificial Neural Networks 11. Training Deep Neural Nets 12. Distributing TensorFlow Across Devices and Servers 13. Convolutional Neural Networks 14. Recurrent Neural Networks 15. Autoencoders 16. Reinforcement Learning ER -