Many challenging problems in diverse areas such as computer vision, speech recognition, and machine language translation have recently made great progress by using an emerging technology called deep learning.
At its core, deep learning is inspired by a simplified model of how the human brain works by building effective hierarchical representations of complex data.
This course will explore applications and theory relevant to problem-solving using deep learning. Using some of the popular python package for machine and deep learning, participants will gain a practical experience all throughout the course.