AI Agents Crash Course: Build with Python & OpenAI | Udemy [Update 09/2025]
English | Size: 1.1 GB
Genre: eLearning[/center]

Learn to build agentic AI solutions with Python, OpenAI SDK, AgentBuilder, tools, RAG, and guardrails - in just 4 hours!

What you'll learn
Build functional AI agents using Python and the OpenAI SDK
Implement tool calling, memory, and streaming responses in your agents
Use prompt engineering and context engineering to control agent behavior
Integrate Retrieval-Augmented Generation (RAG) using embedding databases
Enforce safety with guardrails and prompt adherence techniques
Orchestrate multi-agent systems with task decomposition and hand-offs
Deploy AI agents to the cloud with authentication and secure setup
Trace and debug agent behavior using OpenAI's built-in tools

Building intelligent AI agents can feel overwhelming. Between OpenAI's complex SDK, retrieval-augmented generation (RAG), tool-calling, memory, and prompt engineering, it's hard to know where to start.

This crash course is your shortcut: in just a few hours, you'll go from zero to deploying your own functional, real-world agentic AI system. You'll go hands-on building agentic AI systems with Python, and also visually in the no-code AgentBuilder environment.

You'll build a smart nutrition assistant that:

Uses OpenAI's Agents SDK and AgentKit to understand and respond to prompts

Calls external tools and APIs

Leverages memory and RAG for contextual intelligence

Includes guardrails to behave safely and reliably

Can be deployed to the cloud with authentication

Whether you're a developer, data scientist, or AI-curious engineer, this hands-on course gives you a complete end-to-end agentic AI foundation -- without getting buried in theory or outdated code.

What You'll Learn

How to build AI agents with Python + OpenAI's Agents SDK

Visually developing and deploying agentic systems with AgentKit, AgentBuilder, ChatKit, and Evals

Tool calling, streaming, and tracing techniques

Best practices in prompt engineering and context design

How to integrate memory and RAG for deeper contextual reasoning

Deploying your agent securely with authentication and guardrails

How to build multi-agent systems with task delegation and parallel execution

Who This Course is For

Engineers and developers with basic Python experience

AI/ML professionals looking to quickly learn agent orchestration

Product builders and technical leads exploring agentic workflows

Learners who want to build, not just read about agents

About the Instructors

Your instructors combine deep industry experience with a passion for clear, actionable teaching.

Frank Kane spent 9 years at Amazon and IMDb, where he built large-scale recommender systems and led engineering teams. He holds 17 patents in machine learning and distributed systems and has taught over 1 million students through his company, Sundog Education.

Zoltan C. Toth brings over two decades of experience in AI infrastructure and data systems. As a former principal instructor and Solutions Architect Databricks and Data Engineering lead at startups, he's helped companies around the world scale their analytics and AI platforms. Zoltan also teaches AI and data engineering at the Central European University.

Together, Frank and Zoltan guide you step-by-step through building agents the right way: with real code, real tools, and production-ready techniques.

Ready to build your first AI agent, fast?

Enroll now and start building today.

Who this course is for:
Learners who prefer a project-based, fast-paced crash course over lengthy theory
Python developers who want to quickly get hands-on with building AI agents
Software engineers and technical leads looking to integrate AI agents into real-world products
Entrepreneurs, indie hackers, and product builders interested in agentic AI workflows
Anyone curious about how to use the OpenAI SDK to build smart, autonomous applications

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