Generative AI
Generative AI & LLM Masterclass
Build with GPT, Gemini & open-source LLMs
About this course
Master large language models end to end — from prompting to fine-tuning to building production apps with the Anthropic and Gemini APIs.
Curriculum
5 modules · click to expand
1 Foundations of LLMs
Understand how Large Language Models work under the hood — tokenization, transformers, attention mechanisms, and training. Build the mental model that makes everything else click.
2 Advanced Prompt Engineering
Go beyond basic prompting. Master techniques like chain-of-thought, few-shot prompting, role prompting, and prompt chaining to get precise, reliable outputs from any LLM.
3 Working with the API
Connect to LLMs programmatically using REST APIs and SDKs. Learn to send requests, handle responses, manage tokens, and integrate AI into your own applications and workflows.
4 Fine-tuning & Embeddings
Customize models on your own data and unlock semantic search with embeddings. Learn when to fine-tune vs. prompt, and how to build smarter, context-aware AI systems.
5 Deploying LLM Apps
Take your AI app from local to live. Cover hosting, API security, cost optimization, scaling, and monitoring — everything needed to ship a production-ready LLM-powered product.