Build Your First AI Agent: End-to-End

Posted on: 6th July 2026

Instructor: N/A • Language: N/A

Build your first production-ready AI agent from scratch, covering tool usage, memory, RAG, web UI, and deployment with FastAPI.

Description

If you are a beginner, developer, or product manager who wants to move beyond using AI tools and start building real, production-ready AI systems, this course stood out because it offers a practical, hands-on guide to creating your first AI agent from scratch, covering everything from the core agent loop and tool usage to memory, RAG integration, web UI design, and deployment with FastAPI, so you can build and showcase a complete, portfolio-ready AI application.

This Course Offers

  • A complete foundation in AI agent architecture: You will learn what an AI agent is, how it differs from a chatbot, and the core components of a goal-driven agent, including reasoning, actions, memory, and feedback loops.
  • Practical skills in building agent capabilities: You will implement tool usage (function calling) for real-world actions, add memory for multi-turn interactions, and integrate RAG or external APIs for knowledge grounding.
  • Expertise in deployment and production readiness: You will design a web UI with Streamlit, implement guardrails and safety mechanisms, add logging and monitoring, and deploy your agent using FastAPI with a production-ready architecture.
  • Hands-on experience through guided labs: You will build a working agent, a tool-using agent, and a complete end-to-end system through hands-on labs, ensuring you learn by building.

Why We Love This Course

  1. It is a practical, hands-on course focused on building real systems. You can tell the course is designed to move you from passive learning to active creation. It emphasizes building a complete, production-ready AI agent you can showcase in your portfolio.
  2. It covers the full stack of AI agent development. The course covers the entire lifecycle from architecture and core logic to UI design and deployment, providing a complete skill set for building modern AI systems.
  3. It is designed for learners with basic Python knowledge. The course assumes only basic Python familiarity and guides you through the rest, making it accessible to a wide range of learners.
  4. It is produced by the School of AI, a trusted provider. The School of AI is a recognized name in tech education, ensuring a high standard of content quality and professional relevance.

AI agents are the next frontier in AI application development, and building them is a highly valuable skill. This course provides a clear, practical, and comprehensive path to building that expertise, and it is backed by a money-back guarantee if it does not meet your expectations.

Course Eligibility

  • This course is perfect for beginners who want to move from using AI tools to building real AI systems.
  • It is ideal for developers looking to get started with AI agents, product managers who want to understand how AI agents are built, and AI enthusiasts who want hands-on projects.
  • The course is also great for professionals looking to upskill and transition into AI-focused roles, founders and builders creating AI-powered products, and students who prefer practical learning.

Course Requirements

  • Basic familiarity with Python (variables, functions, simple scripts) is required.
  • Comfort with using a computer and installing software is necessary.
  • No prior experience with AI or machine learning is required.
  • A willingness to learn by building hands-on projects is essential.

Interested in exploring more lessons? Check out our full course library to continue building your skills and advancing your learning journey.

Price: Free

Build Your First AI Agent: End-to-End | Jobdockets