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Deep Learning for Data understanding


Term:

Spring

Department:

MAS: Media Arts and Sciences

Faculty Supervisor:

Ramesh Raskar

Faculty email:

raskar@mit.edu

Apply by:

2/10/19

Contact:

abhi24@mit.edu

Project Description

Most of Machine Learning is driven by data, however, understanding the role of data in Machine Learning is not well understood. In this project, we will focus on understanding the influence of data on the Deep Learning model which will lead to very interesting applications! Specifics of the project could be explained in-person. The project would be research-driven but would also provide ample hands-on experience to the UROP, hence giving an opportunity to gain in-depth knowledge, apply the knowledge and develop useful systems.

Pre-requisites

Knowledge and some experience in Deep Learning, Math, Python would be needed.