02270nam a22002297a 4500 56473 56473 20200306112424.0 200306b ||||| |||| 00| 0 eng d 9789352139057 Brijwasi Book Distributors H-87, Lalita Park,Laxmi Nagar,Delhi-110092 BW/005744 28/02/2020 006.31 GER Aurélien Géron Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems /Aurélien Géron Sebastopol, CA : O'Reilly Media , 2017 xx, 551 pages ; 24 cm 2275 Part I. 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 -- Part II. Neural networks and deep learning. Up and running with TensorFlow ; Introduction to artificial neural networks ; Training deep neural nets ; Distributing TensorFlow across devices and servers ; Convolutional neural networks ; Recurrent neural networks ; Autoencoders ; Reinforcement learning -- Exercise solutions -- Machine learning project checklist -- SVM dual problem -- Autodiff -- Other popular ANN architectures. Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow--author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started Computer Science Machine learning. Artificial intelligence. Aurélien Géron BOOK 0 0 ddc 0 0 SNUL SNUL 2020-03-06 Brijwasi Book Distributors 2275.00 13 1 006.31 GER 27448 2026-09-23 23:18:36 2026-08-26 2020-03-06 BOOK 0 0 ddc 0 0 SNUL SNUL 2020-03-06 Brijwasi Book Distributors 2275.00 14 12 006.31 GER 27449 2026-09-18 15:44:32 2026-09-18 2020-03-06 BOOK 0 0 ddc 0 0 SNUL SNUL 2020-03-06 Brijwasi Book Distributors 2275.00 14 8 006.31 GER 27450 2026-09-21 15:55:32 2026-08-24 2020-03-06 BOOK 0 0 ddc 0 0 SNUL SNUL 2020-03-06 Brijwasi Book Distributors 2275.00 16 17 006.31 GER 27451 2026-09-15 16:16:54 2026-07-13 2020-03-06 BOOK 0 0 ddc 0 0 SNUL SNUL 2020-03-06 Brijwasi Book Distributors 2275.00 24 28 006.31 GER 27452 2026-09-21 13:21:27 2026-08-25 2020-03-06 BOOK