TY  - GEN
AU  - Kneusel, Ronald T. 
TI  - Practical deep learning: a python-based introduction
SN  - 9781718500747
U1  - 006.31 
PY  - 2021///
CY  - San Francisco
PB  - No Starch Press
KW  - Machine learning
KW  - Python--Computer program language
KW  - Programming Language
KW  - Deep learning
KW  - Neural network
N1  - Includes index
N2  - If you’ve been curious about machine learning but didn’t know where to start, this is the book you’ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further.

All you need is basic familiarity with computer programming and high school math—the book will cover the rest. After an introduction to Python, you’ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models’ performance.

https://nostarch.com/practical-deep-learning-python
ER  -