Generative AI Roadmap

What you learn

Machine learning basics, neural networks, transformers, LLM concepts

Outcome

Understand how large language models work and their capabilities

What you learn

Prompt design, few-shot learning, chain-of-thought, prompt optimization

Outcome

Craft effective prompts for various LLM tasks and use cases

What you learn

OpenAI API, LangChain, vector databases, embeddings, semantic search

Outcome

Build applications that integrate LLMs and handle context

What you learn

Retrieval-augmented generation, chunking strategies, vector stores, reranking

Outcome

Build knowledge-grounded AI systems with custom data

What you learn

Fine-tuning, evaluation, monitoring, cost optimization, safety

Outcome

Deploy and maintain production-grade GenAI applications