AI Engineer: Build Real-World Agentic AI Applications

About this course

Become an AI Agent developer by mastering the complete Agentic AI ecosystem and building real-world AI applications from scratch.

This comprehensive hands-on course takes you from the fundamentals of AI Agents and Large Language Models (LLMs) to building advanced autonomous AI systems using the most popular AI agent frameworks.

You will learn how AI agents work, how LLMs power intelligent systems, how agents use tools, and how reasoning frameworks like ReAct enable AI systems to plan and execute tasks.

Throughout the course, you will build practical projects using leading AI frameworks: LangChain - Build AI agents with tool calling and ReAct reasoning LangGraph - Create production-ready agent workflows and stateful AI systems

CrewAI - Build powerful multi-agent AI teams and automation systems

LlamaIndex - Develop RAG and Agentic RAG applications

Langflow - Create visual AI agent workflows

Hugging Face smolagents - Build code agents, tool-calling agents, vision agents, and multi-agent systems

Hands-on projects include:

• AI Email Automation WorkflowAI Vision Assistant AgentAI Resume Optimization AgentAgentic RAG AI Assistant

Multi-Agent Content Creation SystemAI Sales Outreach SystemAI Job Application Automation SystemAI Stock Trading Multi-Agent SystemResearch Agents and Vision Agents

You will also learn essential production concepts including:

• Tool calling and function executionAI agent observability and evaluation using Langfuse
• Retrieval-Augmented Generation (RAG)Agentic RAG architectures
• Multi-agent collaboration patterns
• Code agents and autonomous workflows
• By the end of this course, you will have the practical skills to desi

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