TY  - BOOK
AU  - Geron,Aurelien
TI  - Hands-on machine learning with Scikit-Learn and TensorFlow: concepts, tools, and techniques to build intelligent systems 
SN  - 9781491962268
U1  - 006.31 23
PY  - 2017///
CY  - New Delhi
PB  - SPD
KW  - Machine learning
KW  - Artificial intelligence
KW  - COMPUTERS
KW  - Cybernetics
KW  - bisacsh
KW  - Machine Theory
KW  - fast
KW  - Electronic books
N1  - Includes index; 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 -- 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
N2  - 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
UR  - http://link.overdrive.com/?websiteID=37&titleID=3221210
ER  -