Generative AI Masterclass: Basic to Advanced

• Level: Beginner
• Duration: 20 weeks
• Category: Artificial Intelligence

An introductory course on Generative AI designed for students. Learn how large language models and diffusion models work, how to craft effective prompts, and how to build real applications using text, image, and RAG-based generation. The course combines conceptual clarity with hands-on projects so students can confidently work with generative AI tools and APIs.

What you will learn

• Understand the fundamentals of Generative AI and how LLMs work
• Learn transformer architecture at a conceptual level
• Master prompt engineering techniques for better outputs
• Understand embeddings, vector search, and RAG pipelines
• Explore generative models for text, image, and code
• Use APIs (OpenAI, Anthropic, etc.) to build simple GenAI apps
• Learn evaluation, safety, and responsible use of generative AI
• Build a capstone project using a generative AI application

Topics covered

• Generative AI
• Large Language Models
• Prompt Engineering
• Transformers
• RAG
• Vector Databases
• Text and Image Generation
• AI APIs
• AI Ethics and Safety
• Capstone Project