Deep Learning is a sub field of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks.

Here are a few materials:

• Deep Learning Book by Ian Goodfellow, Yoshua Bengio and Aaron Courville

• Deep Learning Specialization by Andrew Ng from Coursera

• Deep Learning Tutorial on Kaggle

• TensorFlow channel on YouTube

Table of Contents

1. Parameter optimization in Neural Networks

2. Optimizer

3. MNIST Digit Recognizer using CNN

4. Transfer Learning with VGG-16

5. Sign Language Digit Prediction with Mobile Net