IBM RAG and Agentic AI

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/professional-certificates/ibm-rag-and-agentic-ai

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课程简介

课程名称：IBM RAG与代理AI 课程概述：该课程由IBM提供，旨在帮助学员建立真实世界的人工智能应用，通过RAG（检索增强生成）和代理AI工具，实现自动化、推动创新并提升职业发展。 课程大纲： 1. **生成AI应用开发：入门** - 课程链接：[生成AI应用开发：入门](https://www.coursera.org/learn/develop-generative-ai-applications-get-started) - 描述：为简历增添增强技能，了解雇主所需的生成AI开发技能。 2. **RAG应用开发：入门** - 课程链接：[RAG应用开发：入门](https://www.coursera.org/learn/build-rag-applications-get-started) - 描述：旨在为数据科学家、AI研究人员及机器人工程师等提供RAG应用开发的基础。 3. **RAG的向量数据库：入门** - 课程链接：[RAG的向量数据库：入门](https://www.coursera.org/learn/vector-databases-for-rag-an-introduction) - 描述：通过实践学习向量数据库的使用，提升数据检索技能。 4. **进阶RAG与向量数据库及检索器** - 课程链接：[进阶RAG与向量数据库及检索器](https://www.coursera.org/learn/advanced-rag-with-vector-databases-and-retrievers) - 描述：致力于掌握智能搜索和总结的先进检索技术。 5. **构建多模态生成AI应用** - 课程链接：[构建多模态生成AI应用](https://www.coursera.org/learn/build-multimodal-generative-ai-applications) - 描述：进入多模态AI的激动人心的世界，整合语言、图像和语音。 6. **构建AI代理的基础** - 课程链接：[构建AI代理的基础](https://www.coursera.org/learn/fundamentals-of-building-ai-agents) - 描述：学习如何设计能思考、行动并实现目标的AI代理。 7. **使用LangChain和LangGraph进行代理AI开发** - 课程链接：[使用LangChain和LangGraph进行代理AI开发](https://www.coursera.org/learn/agentic-ai-with-langchain-and-langgraph) - 描述：构建能推理、改进和协作的智能AI代理。 8. **使用LangGraph、CrewAI、AutoGen和BeeAI进行代理AI开发** - 课程链接：[使用LangGraph、CrewAI、AutoGen和BeeAI进行代理AI开发](https://www.coursera.org/learn/agentic-ai-with-langgraph-crewai-autogen-and-bee) - 描述：通过实践掌握最新的多代理AI系统背后的工具。 以上所有课程均可免费注册。通过这些课程，您将获得对AI技术的深入理解，并掌握相应的实践技能，助力您的职业发展。

课程大纲

Course Link: https://www.coursera.org/learn/develop-generative-ai-applications-get-started

Name: Develop Generative AI Applications: Get Started

Description:Offered by IBM. Get ready to power up your resume with the GenAI development skills employers need. During this course you’ll explore core ... Enroll for free.

Course Link: https://www.coursera.org/learn/build-rag-applications-get-started

Name:Build RAG Applications: Get Started

Description:Offered by IBM. Data Scientists, AI Researchers, Robotics Engineers, and others who can use Retrieval-Augmented Generation (RAG) can expect ... Enroll for free.

Course Link: https://www.coursera.org/learn/vector-databases-for-rag-an-introduction

Name:Vector Databases for RAG: An Introduction

Description:Offered by IBM. Gain expertise in using vector databases and improve your data retrieval skills in this hands-on course! During the ... Enroll for free.

Course Link: https://www.coursera.org/learn/advanced-rag-with-vector-databases-and-retrievers

Name:Advanced RAG with Vector Databases and Retrievers

Description:Offered by IBM. Looking to boost your AI career by mastering next-level retrieval techniques for intelligent search and summarization? This ... Enroll for free.

Course Link: https://www.coursera.org/learn/build-multimodal-generative-ai-applications

Name:Build Multimodal Generative AI Applications

Description:Offered by IBM. Ready to level up your GenAI skills? Step into the exciting world of multimodal AI, where language, images, and speech come ... Enroll for free.

Course Link: https://www.coursera.org/learn/fundamentals-of-building-ai-agents

Name:Fundamentals of Building AI Agents

Description:Offered by IBM. Are you ready to build AI that thinks, acts, and gets things done? In this course, you’ll learn how to design agents that go ... Enroll for free.

Course Link: https://www.coursera.org/learn/agentic-ai-with-langchain-and-langgraph

Name:Agentic AI with LangChain and LangGraph

Description:Offered by IBM. Ready to build intelligent AI agents that can reason, improve, and collaborate? This hands-on course gives you the skills to ... Enroll for free.

Course Link: https://www.coursera.org/learn/agentic-ai-with-langgraph-crewai-autogen-and-bee

Name:Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

Description:Offered by IBM. Looking to level up your career by mastering the tools behind the latest multi-agent AI systems? This hands-on course ... Enroll for free.

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