TY  - BOOK
AU  - Glassner, Andrew
TI  - Deep Learning: A Visual Approach
SN  - 9781718500723
U1  - 006.31 
PY  - 2021///
CY  - USA
PB  - No Starch Press
KW  - Computer Engineering
N1  - Part I: Foundational Ideas
An Overview of Machine Learning
Essential Statistics
Measuring Performance
Bayes’ Rule
Curves and Surfaces
Information Theory
Part II: Basic Machine Learning
Classification
Training and Testing
Overfitting and Underfitting
Data Preparation
Classifiers
Ensembles
Part III: Deep Learning Basics
Neural Networks
Backpropagation
Optimizers
PART IV: Beyond the Basics
Convolutional Neural Networks
Convnets in Practice
Autoencoders
Recurrent Neural Networks
Attention and Transformers
Reinforcement Learning
Generative Adversarial Networks
Creative Applications
ER  -