Deep Learning

4

Recent advances in machine learning and specifically deep learning techniques have made it a popular and often a default option in many problem domains. The objective of this course is to introduce students through some of the latest techniques in deep learning. The focus of the course will be hands on and the students should be able to design intelligent deep learning systems for solving the problems in the area of their interests.

1. Students are able to understand various deep learning models such CNN, Autoencoders, RNN etc.
2. Students are able to analyze various applications solved through the use of deep learning models.
3. Students are able to design and implement their own deep learning models for the problem of their choice.
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