Deep Learning

In this course, we explore neural networks as we investigate how they work in deep learning. We will examine the basic ideas and concepts in deep learning and how this branch of machine learning is changing our lives.

Topics covered include:

• Introduction to deep learning
• Stochastic gradient descent, the weight change and the algorithm
• Backpropagation and its importance in training neural networks
• Deep Learning using Neural Networks