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Coursera

Learn AI Agents: Design, Build & Deploy

via Coursera

Overview

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AI agents are moving beyond simple demos into real-world systems that support automation, decision-making, workflow orchestration, and intelligent task execution. Learn AI Agents: Design, Build, Deploy is a hands-on technical certification course that helps learners understand how AI agents work, build them, and deploy them reliably in production environments. This program guides you through practical engineering workflows, including tool use, function calling, memory, retrieval, planning, multi-agent collaboration, monitoring, safety, and performance optimization. You’ll explore how to design agent systems that can reason through tasks, connect with external tools, coordinate across multiple roles, and operate with the reliability required for real users and business systems. The learning journey is structured around modules that combine technical instruction with hands-on labs. In each, you’ll build task-focused agents, integrate APIs, implement RAG, design planners, add short-term and long-term memory, set up evaluations, and deploy agents with observability, guardrails, and cost controls. By the end, you’ll design, monitor, evaluate, and deploy reliable AI agent systems for automation. Enroll now to master the design, development, and deployment of AI agents for real-world automation.

Syllabus

  • Module 1: Introduction to AI Agents
    • This module introduces the overall certification structure and explains how the learning experience is organized throughout the course. To support different learning preferences, the content is offered in multiple formats, including Videos, eBooks, Audiobooks, and Podcasts. Each format covers the same key concepts, giving you the flexibility to learn in the way that works best for you. You can choose any format based on your preferred learning style and move through the course at your own pace.
  • 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

Taught by

AI CERTs Team

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