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Recommended resources
Module 1
Foundations of Machine Learning
Module 2
Neural Networks: From Perceptrons to RNNs
Module 3
The Transformer Architecture and Modern NLP
Module 4
Large Language Models: Training and Behavior
Module 5
LLM Application: Prompting and Agent Fundamentals
Module 6
Advanced Agent Architectures: Memory and Planning
Module 7
Production-Ready AI Systems
Module 8
Foundations of Instructional Design
Module 9
Knowledge Modeling for Adaptive Learning
Module 10
Domain Modeling: The UPSC Examination
Module 11
System Design: Intelligent Curriculum Generator
Module 12