Generative AI Fundamentals
Generative AI Fundamentals
| Module | Topics Covered | Duration |
|---|---|---|
| Week 5 – AI Foundations | Artificial Intelligence Fundamentals | 1 Month |
| Machine Learning Basics | ||
| Natural Language Processing Concepts | ||
| Transformer Architecture | ||
| Large Language Model Architecture | ||
| Tokens and Tokenization | ||
| Embeddings and Vector Representations | ||
| Week 6 – Prompt Engineering | Prompt Engineering Fundamentals | |
| Zero-Shot Prompting Techniques | ||
| Few-Shot Prompting Techniques | ||
| Chain of Thought Reasoning | ||
| Prompt Optimization Strategies | ||
| Week 7 – AI APIs & Integrations | OpenAI API Integration | |
| Claude API Integration | ||
| AWS Bedrock Fundamentals | ||
| Function Calling Techniques | ||
| Structured Output Handling | ||
| Week 8 – AI Application Development | FastAPI Framework | |
| Building AI APIs | ||
| Authentication & Security | ||
| AI Chat Application Development | ||
| Project | AI Chatbot using FastAPI + Claude |