| Week 1 |
AI World Overview |
3 hrs |
AI, ML, DL, GenAI, LLMs, computer vision, NLP, robotics, AI agents |
Identify 10 AI use cases in student domain |
| Week 2 |
Prompt Engineering |
3 hrs |
Prompt structure, role-based prompting, few-shot prompting, evaluation |
Create 20 reusable prompts |
| Week 3 |
AI Productivity Tools |
3 hrs |
AI for documents, slides, email, data, coding, design and research |
Create a complete academic assignment with verification |
| Week 4 |
Responsible AI |
3 hrs |
Bias, hallucination, privacy, copyright, plagiarism and ethical AI |
Compare AI answers with verified sources |
| Week 5 |
Python for AI |
3 hrs |
Variables, loops, functions, lists, dictionaries, files and APIs |
Student marks analyzer |
| Week 6 |
Data Handling |
3 hrs |
Excel, CSV, Pandas, data cleaning, filtering, grouping and charts |
Analyze student performance data |
| Week 7 |
Statistics for AI |
3 hrs |
Mean, median, standard deviation, correlation, probability and trends |
Attendance vs marks analysis |
| Week 8 |
Machine Learning Basics |
3 hrs |
Supervised, unsupervised, classification, regression and clustering |
Basic prediction model |
| Week 9 |
NLP and Chatbots |
3 hrs |
Text classification, sentiment analysis, FAQ logic and embeddings basics |
University FAQ chatbot flow |
| Week 10 |
GenAI Application Development |
3 hrs |
LLM APIs, no-code/low-code apps, document Q&A and RAG basics |
Document Q&A assistant |
| Week 11 |
AI Agents and Automation |
3 hrs |
Agentic AI, workflows, department assistants and automation design |
AI agent design for one department |
| Week 12 |
Capstone Project |
3 hrs |
Prototype development, demo and presentation |
Final project presentation |