MACHINE LEARNING

AIDays Keynote: AI - Past, Present & Future
AIDays speakers

What is GPT?

Distinguished Speaker Talk - The Evolution of AI & ML and its Applications in Different Domains
Invited talk at Indian School of Business on January 24, 2020. I have delivered similar invited talks at Kohli Center on Intelligent Systems, Indian Institute of Information Techology Hyderabad and IEEE lecture at the department of Computer Science, Indian Institute of Technology, Kharagpur.

Distinguished Lecture on Recurrent Neural Networks in Sequence Learning for Dialog Systems
In this talk, we review architectures, algorithms, results and distill intuitions that have guided this largely heuristic and empirical field. We go over historic perspectives and qualitative arguments in Neural Networks. The concept of recurrent nets is introduced, the mathematical basis, and the challenges in convergence. We then discuss LSTM, its effectiveness and, specifically, its application to Dialog Systems. I present Amazon achievements (videos) in multiple areas. Finally, and most importantly, we discuss some open problems that require research. Industry is at the forefront in actively using the latest machine learning techniques for everyday tasks.

A Brief History of Machine Learning - Jaideep Ganguly
Published in LinkedIn on Nov 2, 2016

Machine Learning & the Grand Challenge - Jaideep Ganguly
Machine Learning for predicting the 3D structure of a protein given its sequence of amino acids. Published in LinkedIn on Nov 21, 2016.