Learn AI Agents: Design, Build & Deploy

Overview

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Learn AI Agents: Design, Build & Deploy is a practical course designed to help learners understand, build, and implement intelligent AI agents that automate tasks and enhance digital workflows. As organizations increasingly adopt AI-driven automation, professionals who can design and manage AI agents are becoming essential across industries. In this course, you’ll explore the foundations of AI agents, including how they perceive information, make decisions, and perform tasks autonomously. You’ll learn how to design task-oriented and conversational agents, connect them with real tools and data sources, and deploy them in real-world environments. Through guided exercises and hands-on projects, you’ll gain experience using industry tools such as Python, LangChain, LlamaIndex, OpenAI APIs, Hugging Face Inference, vector databases like Pinecone and Chroma, workflow orchestration tools like Airflow and Prefect, Jupyter Notebooks, and Docker. You’ll also learn how to build multi-tool agents, integrate external systems, and implement guardrails for responsible AI use. By the end of the course, you’ll be able to design, build, and deploy AI agents that automate workflows, support decision-making, and create real operational value for businesses and digital products.

Syllabus

Module 1: Introduction to AI Agents

This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.

Module 02: Core Concepts and Types of AI Agents
Module 03: Tools for Non-Coders
Module 04: Building Simple Agents
Module 5: Multi-Tool Agents and Workflow Automation
Module 06: Integration, Application Mapping, and Deployment
Module 07: Monitoring, Guardrails, and Responsible AI
Module 08: Capstone Project – Design Your Own Intelligent Agent