Introduction to Generative AI
What is Generative AI?
History & landscape
Key domains: Text, Image, Audio, Code
Live Project:
ChatGPT Q&A Bot
Create your own AI chatbot using the ChatGPT API that answers user queries in a Q&A format.
Prompt Engineering
Basic to advanced prompt techniques
Chain-of-thought prompting
Role-based prompting
Few-shot learning
Live Project:
AI Content Generator
Build an AI tool that generates blog posts, ad copy, and creative content using GPT-based prompts.
Image Generation with AI
DALL·E / Midjourney / Stable Diffusion
Prompt-based design
Image editing with inpainting
Live Project:
T-shirt Mockup Generator
Create a personalized T-shirt design generator using DALL·E and HTML Canvas based on user input.
Building AI Apps
LangChain / Streamlit
Using Vector Databases
Integrating APIs (WhatsApp, Google, YouTube)
Live Project:
PDF Chatbot
Build a chatbot where users can upload a PDF and ask questions about its content using OpenAI + LangChain.
Real-time Use Cases
Resume Analyzer
YouTube Video Summarizer
WhatsApp Bot using Twilio & ChatGPT
AI Voice Assistant (Whisper + TTS)
Live Project:
Customer Support Chatbot
Create an AI bot that can answer FAQs trained on your business documents and website data.
Advanced Applications
Fine-tuning LLMs
Using Hugging Face Models
Deploying LLMs on your own infrastructure
Live Project:
AI Search Engine
Build a semantic search engine using OpenAI + LangChain + Pinecone that understands natural queries.
Final Capstone Project
Choose one:
- AI-powered E-commerce Assistant
- Personalized Learning Tutor
- AI-powered HR Interviewer
- Social Media Post Generator
- Marketing Assistant with UTM tracking
Deliverables: GitHub repos, live demos, certification, portfolio-ready projects
Live Project:
Capstone AI App
Choose and deliver a production-grade AI solution from the options, complete with GitHub repo and live demo.