Diploma Level Project

Introduction to DL and GenAI Project

by Prof. Balaji Srinivasan , Prof. Ganapathy Krishnamurthi

Course ID: BSDA2001P

Course Credits: 2

Course Type: Data Science

Pre-requisites: BSCS2007 -  Machine Learning Techniques

Co-requisites: BSCS2008 -  Machine Learning Practice BSDA2001 -  Introduction to DL and GenAI

What you’ll learn

Hands-on experience with deep learning frameworks like PyTorch, Huggingface.
Working with large language models (LLMs) and generative AI models (text, image, etc.)
Applying transformers, diffusion models, and fine-tuning techniques
Enhancing your profile with a Kaggle competition medal and an industry-relevant AI project
Preparing for technical viva conducted by an industry expert to simulate real interview conditions.

About the Instructors

Prof. Balaji Srinivasan
Professor, Department of Mechanical Engineering, Wadhwani School of AI , IIT Madras

Balaji Srinivasan is a Professor at the Wadhwani School of AI and Dept. of Mechanical Engineering at IIT-Madras. He has a PhD from Stanford (2005), MS from Purdue, B.Tech from IITM. His current research interests are in Scientific Machine Learning, Numerical solution of PDEs and Applied Deep Learning.

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Other courses by the same instructor: BSDA2001 - Introduction to DL and GenAI

Prof. Ganapathy Krishnamurthi
Professor, Wadhwani School of AI, IIT Madras

Ganapathy Krishnamurthi is a Professor at the Wadhwani School of AI. He has a PhD from Purdue University (2008), MSc (Physics) from IITM. His current research interests are in Generative AI, and Deep learning applied to Medical Image Analysis and Medical Image Reconstruction.

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Other courses by the same instructor: BSDA2001 - Introduction to DL and GenAI

View all Diploma Level courses

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7850999966
IITM BS Degree Office, 3rd Floor,
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Chennai - 600036

Please use only the above methods for program queries. Response time: 3 working days. During peak periods, Google Meet links will be shared. Call wait times may be longer.

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