Vineeth N Balasubramanian

NPTEL/MOOC Course

Our course “Deep Learning for Computer Vision” is being offered on NPTEL since 2020, every year from July-October. We welcome all students interested in this area to register for the course; please see this course landing page to register for the current offering.

All lectures, videos and code companions of NPTEL Course on “Deep Learning for Computer Vision” are available on https://dl4cv-nptel.github.io/DL4CVBK/intro.html, thanks to our wonderful course TAs.

Courses Taught

Research Methods (CS6000)	Jan-May 2025
Foundations of Machine Learning (AI2000/CS3390/CS5590)	Jul-Nov 2024
Advanced Topics in Machine Learning (CS6360)	Jan-May 2024
Introduction to Programming (ID1063)	Jul-Nov 2023
Deep Learning (CS5480)	Jan-May 2023
Foundations of Machine Learning (AI2000/AI5000/CS5590)	Jul-Nov 2022
Deep Learning (CS5480)	Jan-May 2022
Advanced Topics in Machine Learning (CS6360)	Jan-May 2022
Foundations of Machine Learning (AI2000/AI5000/CS5590)	Jul-Nov 2021
Causal Inference and Learning	Jan-May 2021
Advanced Topics in Machine Learning (CS6360)/Deep Learning (AI5000)	Jan-May 2021
Foundations of Machine Learning (AI2000/AI5000/CS5590)	Jul-Nov 2021
Causal Inference and Learning	Jan-May 2021
Advanced Topics in Machine Learning (CS6360)/Deep Learning (AI5000)	Jan-May 2021
Advanced Topics in Machine Learning (CS6360)/Deep Learning (AI5000)	Jan-May 2020
Applied Machine Learning (CS6510)	Jul-Nov 2019
Deep Learning for Vision (CS5370)	Jul-Nov 2019
Applied Machine Learning (CS6510)	Jan-May 2019
Advanced Topics in Machine Learning (CS6360)	Jan-May 2019
Optimization Methods in Machine Learning (CS6230)	Jul-Nov 2018
Applied Machine Learning (CS6510)	Jul-Nov 2018
Deep Learning (CS5480)	Jan-May 2018
Advanced Topics in Machine Learning (CS6360)	Jan-May 2018
Optimization Methods in Machine Learning (CS6230)	Jul-Nov 2017
Applied Machine Learning (CS6510)	Jul-Nov 2017
Deep Learning for Vision (CS5370)	Jan-May 2017
Advanced Topics in Machine Learning (CS6360)	Jan-May 2017
Applied Machine Learning (CS6510)	Jul-Nov 2016
Optimization Methods in Machine Learning (CS6230)	Jul-Nov 2016
Linear Algebra, Mathematical Foundations of Data Science (CS6660)	Jan-May 2016
Advanced Topics in Machine Learning: Deep Learning (CS6360)	Jan-May 2016
Computer Vision (CS5290)	Jul-Nov 2015
Numerical Linear Algebra for Data Analysis (CS5270)	Jan-May 2015
Visual Recognition (CS5230)	Jul-Nov 2014
Introduction to Database Management Systems (CS3010/CS3011)	Jan-May 2014
Introduction to Database Management Systems (CS3010/CS3011)	Jul-Nov 2013
Human-centered Computing: Assistive Technologies (CSE591)	Jul-Nov 2012
Multimedia Information Systems (CSE408) - Guest Instructor	Jul-Nov 2011