Lesson 1: Introduction to Neural Networks

Quiz 1: Introduction to Neural Networks

Lesson 2: Convolutional Neural Networks

Quiz 2: Convolutional Neural Networks

Lesson 3: Recurrent Neural Networks

Quiz 3: Recurrent Neural Networks

Lesson 4: Training Deep Neural Networks

Project 1: (Training Deep Neural Networks)

Lesson 5: Autoencoders and Variational Autoencoders

Quiz 5: Autoencoders and Variational Autoencoders

Lesson 6: Generative Adversarial Networks

Quiz 6: Generative Adversarial Networks

Lesson 7: Deep Reinforcement Learning

Project 2: (Autoencoders, GANs and DRL)

Lesson 8: Transfer Learning

Project 3: (Transfer Learning)

Lesson 9: Natural Language Processing with Deep Learning

Quiz 9: Natural Language Processing with Deep Learning

Lesson 10: Deep Learning for Computer Vision

Lesson 11: Deep Learning for Audio and Speech Processing

Quiz 10 and 11: Deep Learning for Computer Vision, Deep Learning for Audio and Speech Processing

Lesson 12: Attention Mechanisms in Deep Learning

Quiz 12: Attention Mechanisms in Deep Learning

Lesson 13: Deep Learning in Healthcare