This course enables learners to implement Reinforcement Learning algorithms. At the end of this course, learners will also be able to understand key concepts of Curiosity-Driven Learning.
This course enables learners to get familiarized with key concepts of Reinforcement Learning - an advanced Machine Learning algorithm which finds use in robotics, gaming, web systems and other areas.
This course will enable learners to understand key concepts of unsupervised learning through Neural Networks and Deep Learning and their applications in recommendation systems, dimensionality reduction and other areas.
This course will enable learners to understand key concepts of supervised learning through Neural Networks and Deep Learning. At the end of this course, learning will also be able to understand their applications in image classification, speech recognition, machine translation and other areas and be able to distinguish these from conventional applications in forecasting, classification, and regression.