Lecture 01

Medical LLMs - Landscape and Applications

Lecture 02

Medical Data Preprocessing and Curation

Lecture 03

Retrieval-Augmented Generation (RAG) for Healthcare

Lecture 04

Fine-tuning Strategies for Medical LLMs

Lecture 05

Evaluation Metrics and Medical Benchmarks

Lecture 06

Chain-of-Thought for Clinical Reasoning

Lecture 07

Agentic AI in Healthcare Systems

Lecture 08

Constitutional AI and Medical Ethics

Lecture 09

Few-Shot and Zero-Shot Medical Applications

Lecture 10

Multimodal Medical Intelligence

Lecture 11

Reinforcement Learning from Human Feedback (RLHF)

Lecture 12

Knowledge Distillation and Model Compression

Lecture 13

Federated Learning for Medical LLMs

Lecture 14

Continuous Learning and Model Updates

Lecture 15

Interpretability and Explainable Medical AI

Lecture 16

Production Systems and MLOps

Lecture 17

Real-World Case Studies

Lecture 18

Emerging Architectures and Techniques

Lecture 19

Regulatory and Legal Frameworks

Lecture 20

Capstone Project - Building a Medical AI System