Packt
Building AI Agents – Fundamentals to Advanced

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Packt

Building AI Agents – Fundamentals to Advanced

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

5 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

5 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Master the fundamental principles of AI agents and their autonomous behavior.

  • Learn to create and integrate AI agents with platforms like N8N for automation.

  • Design and optimize AI agent workflows for real-world tasks like scheduling and email management.

  • Understand the security, ethical considerations, and future trends of AI agents.

要了解的详细信息

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最近已更新!

November 2025

作业

8 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有7个模块

In this module, we will explore the practical applications of AI agents through a live demo, showcasing their abilities and real-time functionalities. We will also revisit key course fundamentals to ensure a solid understanding of how these technologies work and interact. By the end of this section, you will be able to identify and understand how AI agents perform tasks and support users effectively.

涵盖的内容

2个视频1篇阅读材料1个作业

In this module, we will cover the fundamental concepts of AI agents, including their autonomy, adaptability, and role in intelligent automation. You’ll gain an understanding of the different types of AI agents, their real-world applications, and the latest trends shaping their development. Additionally, we will discuss key security and ethical concerns, helping you recognize both the potential and risks of using AI agents in various contexts.

涵盖的内容

12个视频1个作业

In this module, we will introduce you to the N8N platform, exploring how it works and its ability to integrate seamlessly with AI agents for enhanced automation. You will learn the basic steps to get started, along with a hands-on guide to navigating its interface. By the end of this section, you’ll understand how to effectively use N8N for task automation and optimize your AI agents’ capabilities.

涵盖的内容

4个视频1个作业

In this module, we will guide you through setting up your AI agent by creating trigger events that initiate actions. You’ll learn how N8N handles data flow within its system, ensuring smooth communication with AI agents. Additionally, we’ll cover how to view and interpret JSON data, an essential skill for understanding the data exchanged between systems and AI agents.

涵盖的内容

4个视频1个作业

In this module, we will guide you through the process of setting up a text classifier for AI agents, starting with its integration into systems like Gmail for organizing and labeling data. You’ll learn the key advantages of using a text classifier instead of a large language model (LLM) for particular tasks and explore object-oriented programming concepts within N8N without writing code. Additionally, we’ll cover how to design effective prompts and run customized tests to fine-tune your classifier’s performance

涵盖的内容

7个视频1个作业

In this module, we will dive into building multi-level event pipelines for AI agents, enabling them to execute complex workflows. You will learn how to design a personal assistant AI agent specifically for automating email responses and explore the role of supervised learning in refining agent behavior. Additionally, we’ll cover techniques for optimizing AI personal assistants by ensuring a consistent and efficient data flow, maximizing their effectiveness.

涵盖的内容

4个视频

In this module, we will walk you through the process of building an AI agent designed for scheduling meetings and tasks. You’ll explore how to integrate Google Calendar for seamless scheduling, learn the nuances of system prompt engineering to fine-tune AI behavior, and customize N8N nodes to automate workflows efficiently. We’ll conclude by reviewing the entire automation process, ensuring you understand how to implement end-to-end scheduling solutions with AI agents.

涵盖的内容

6个视频3个作业

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