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所在平台: Udemy |
课程主页: https://www.udemy.com/course/agentic_ai/
课程评论：没有评论
Coursera 课程 "AI Agent: Design Pattern to Coding Agentic AI CrewAI AutoGen" 是一门深入的课程，旨在帮助学员掌握**Agentic AI**的基础概念和实践技能。 课程重点包括： * **AI Agent 的核心概念**：学习 Agent 如何自主执行任务、做出决策以及协同解决复杂问题。 * **关键设计模式**：深入探讨**反射 (Reflection)**、**规划 (Planning)** 和**多 Agent 工作流 (Multi-agent workflows)** 等设计模式，这些是构建智能、自适应 AI 解决方案的关键。 * **实战框架应用**：学员将获得使用领先框架如**Crew AI**和**Microsoft AutoGen**的实践经验，学习如何实现高效协作的多 Agent 系统。 * **Agentic RAG**：介绍一种利用 Agent 进行更智能信息检索的**检索增强生成 (Retrieval-Augmented Generation)** 方法。 * **AgentOps**：专注于 AI Agent 的**运营生命周期**管理和优化。 * **AutoGenStudio**：探索用于无缝 Agent 开发的工具。 本课程适合数据科学家、开发者、AI 爱好者和质量工程师等，旨在提升学员在设计、构建和部署复杂 Agentic AI 解决方案方面的技能。课程会持续更新 AI Agent 的新概念和基于 Agent 的 AI 应用，鼓励学员加入，成为 Agentic AI 时代的参与者。
This is an in-depth course that will equip you with the foundational concepts and practical skills needed to master Agentic AI. Dive into the exciting world of AI agents, where you'll learn how agents autonomously perform tasks, make decisions, and collaborate to solve complex problems. This course covers key design patterns like reflection, planning, and multi-agent workflows, which are essential to building intelligent, adaptive AI solutions.You'll get hands-on experience with leading frameworks such as Crew AI and Microsoft AutoGen, learning how to implement multi-agent systems that excel in cooperation and efficiency. The course also introduces Agentic RAG, a Retrieval-Augmented Generation approach using agents for smarter information retrieval, and AgentOps, focusing on the operational lifecycle of AI agents. Additionally, we will explore AutoGenStudio for seamless agent development and AgentOps for managing and optimizing agent performance.Whether you're a data scientist, developer, AI enthusiast, or quality engineer, this course is tailored to advance your skills in designing, building, and deploying sophisticated agentic AI solutions. Join us and become proficient in shaping the future of autonomous intelligent systems.The course will get updated with new Agentic AI concepts and agent based AI apps. Enroll and be part of future of AI that is Agentic AI.
