TY  - BOOK
AU  - Howard,Jeremy
AU  - Gugger,Sylvain
TI  - Deep Learning for Coders with fastai and PyTorch
SN  - 9781492045526
U1  - 006.31 23
PY  - 2020///
PB  - O'Reilly Media, Inc.
KW  - Machine learning
KW  - Data mining
KW  - Neural networks (Computer science)
KW  - Python (Computer program language)
KW  - Artificial intelligence
KW  - Natural language processing (Computer science)
N1  - Online access provided by O'Reilly; Available only to University of Oxford staff and students. Requires registration on the O'Reilly website using a .ox.ac.uk email address
N2  - Deep learning has the reputation as an exclusive domain for math PhDs. Not so. With this book, programmers comfortable with Python will learn how to get started with deep learning right away. Using PyTorch and the fastai deep learning library, you'll learn how to train a model to accomplish a wide range of tasks-including computer vision, natural language processing, tabular data, and generative networks. At the same time, you'll dig progressively into deep learning theory so that by the end of the book you'll have a complete understanding of the math behind the library's functions
UR  - https://learning.oreilly.com/library/view/-/9781492045519/?ar
ER  -