Company knowledge assistant
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AI & ML course
Generative AI & Large Language Models
Build with LLMs: prompting, retrieval-augmented generation, fine-tuning basics and AI agents that use tools.
3 monthsIntermediateLive online
Overview
Course at a glance
Duration3 months
LevelIntermediate
ModeLive online
Career rolesGenerative AI Developer, LLM Engineer, AI Agent Developer
Curriculum
What you will learn
Module by module.
Module 01How LLMs work
Tokens, transformers, context windows and model choice.
Module 02Prompt engineering
Patterns, structured output and prompt evaluation.
Module 03Embeddings & vector search
Chunking, vector databases and semantic search.
Module 04RAG systems
Retrieval pipelines, citations and answer quality.
Module 05AI agents
Tool use, planning and multi-step workflows.
Module 06Ship it
APIs, cost control, safety and monitoring.
Learning outcomes
- Design reliable prompts and evaluations
- Build RAG apps over your own documents
- Create tool-using AI agents
- Deploy a GenAI app with guardrails
Tools & technologies
PythonLangChainVector DBOpenAI / open modelsFastAPI
Projects
Projects you will build
Resume screening agent
Built end to end, reviewed by a mentor and added to your portfolio.
Multilingual support chatbot
Built end to end, reviewed by a mentor and added to your portfolio.
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