Course 7: Neural Networks and Deep Learning

The rise of AI and the fourth technological revolution can be attributed to various factors, with deep learning playing a central role. This wide-ranging science has enabled automation in numerous industries, including healthcare, security, manufacturing, engineering, education, the oil industry, marketing, and more. It has facilitated the development of solutions for self-driving cars, bots, and other applications. This course will delve into the main algorithms driving this technological breakthrough.

This course will enable you to: 

• Understand the mathematics behind Deep Learning

• Explore the logic of optimization using Gradient Descent

• Break down the components of neural networks

• Adjust algorithm hyperparameters to optimize cost functions

• Explore the architecture of major deep learning networks

• Enhance the accuracy of Classification and Estimation

• Gain knowledge in image classification, face recognition, and object detection

• Apply deep learning algorithms to solve new challenging problems