CHATGPT COURSE CONTENT
Course Overview
- Duration: 2 months
- Audience: Freshers, developers, data scientists
- Goal: Build, deploy & manage LLM applications
Module 1: AI & LLM Concepts
- History of AI & ML
- ML vs DL
- Natural Language Processing (NLP)
- Tokenization, embeddings
- Hands-on: Text preprocessing in Python
Module 2: Transformers & ChatGPT
- Transformer architecture explained
- Training language models
- OpenAI & ChatGPT APIs
- Prompt engineering basics
- Example use cases and demos
Module 3: Integration Projects
- Build chat UI with OpenAI's API
- Connect ChatGPT to web forms
- Integrate API in mobile/web apps
- Automation with ChatGPT
Module 4: Ethics & Industry Apps
- Bias and alignment challenges
- Creating responsible AI apps
- Compliance & safety considerations
Capstone Project
- Team project with clear scope
- Planning, building, deploying
- Git-based submissions & live demo
- Evaluation report & certification
