RAG for Generative AI Applications

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/rag-for-generative-ai-applications

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课程简介

课程名称：生成式AI应用中的检索增强生成（RAG） 课程概述：本课程由IBM提供，旨在帮助学员通过RAG和生成式AI工具构建更智能的应用程序。课程内容以实践为主，学员将亲手打造基于生成式AI的应用，利用RAG、向量数据库等技术。欢迎免费注册参与。 课程大纲： 1. **生成式AI应用开发入门** - 课程链接：[生成式AI应用开发：入门](https://www.coursera.org/learn/develop-generative-ai-applications-get-started) - 描述：为提升求职竞争力而设计，探索生成式AI开发的核心技能。 2. **构建RAG应用程序入门** - 课程链接：[构建RAG应用程序：入门](https://www.coursera.org/learn/build-rag-applications-get-started) - 描述：适合数据科学家、AI研究人员、机器人工程师等，深入学习检索增强生成（RAG）技术的应用。 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：获得使用向量数据库的专业技能，提升数据检索能力的实践课程。 4. **高级RAG与向量数据库和检索器** - 课程链接：[高级RAG与向量数据库和检索器](https://www.coursera.org/learn/advanced-rag-with-vector-databases-and-retrievers) - 描述：掌握智能搜索和摘要的高级检索技术，提升AI职业生涯的课程。 每门课程均可免费注册，适合希望在生成式AI领域提升技能的学习者。

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.

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