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Database Systems

10: Generative AI – Adapting LLMs with Parameter-Efficient Fine-Tuning

7: Deep Learning for Natural Language – Transformers

D4M Session 6 Demo

Co-Teaching the Course

2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data

9: Generative AI – Large Language Models (LLMs) and Retrieval Augmented Generation (RAG)

3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

Database Systems

8: Deep Learning for Natural Language – Transformers, Self-Supervised Learning

L1: Course Introduction (part 1)

5: Deep Learning for Natural Language – The Basics

Hands-On Deep Learning

4: Deep Learning for Computer Vision – Transfer Learning and Fine-Tuning; Intro to HuggingFace

Concert Series 2. Natraj with guest Chitravina Ravikiran