Vector Database Fundamentals

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/vector-database-fundamentals

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课程简介

课程名称：向量数据库基础 课程概述：为您的AI/数据职业做好准备。在仅仅一个月内掌握雇主迫切需要的向量数据库技能。报名免费。 课程大纲： 1. **向量数据库概论与Chroma DB** - 描述：向量数据库提供大型语言模型所需的坚实基础，以便进行AI驱动的相似性搜索和推荐。欢迎免费注册。 - 课程链接：[向量数据库与Chroma DB](https://www.coursera.org/learn/vector-databases-introduction-with-chromadb) 2. **使用MongoDB和Cassandra进行向量搜索的NoSQL数据库** - 描述：向量数据库市场预计到2032年将以20%的年复合增长率增长。该课程为数据科学家、机器学习工程师提供了必要的技能。欢迎免费注册。 - 课程链接：[MongoDB与Cassandra的向量搜索](https://www.coursera.org/learn/vector-search-with-nosql-databases-using-mongodb-and-cassandra) 3. **使用PostgreSQL进行向量搜索的关系数据库** - 描述：向量数据库如今通过超快的应用程序（如推荐引擎）推动商业竞争力，这不足为奇。欢迎免费注册。 - 课程链接：[PostgreSQL的向量搜索](https://www.coursera.org/learn/vector-search-with-relational-databases-using-postgresql) 4. **向量数据库项目：AI推荐系统** - 描述：全球推荐引擎市场预计到2030年将每年增长37%。这一领域的专业知识可以帮助预测用户兴趣。欢迎免费注册。 - 课程链接：[AI推荐系统项目](https://www.coursera.org/learn/vector-database-projects-ai-recommendation-systems) 通过这些课程，您将掌握当今计算机科学和人工智能领域内关键的向量数据库技能，为您的职业发展奠定坚实基础。

课程大纲

Course Link: https://www.coursera.org/learn/vector-databases-introduction-with-chromadb

Name:Vector Databases: An Introduction with Chroma DB

Description:Vector databases provide the solid foundation required by large language models to deliver AI-powered similarity searches and recommendation ... Enroll for free.

Course Link: https://www.coursera.org/learn/vector-search-with-nosql-databases-using-mongodb-and-cassandra

Name:Vector Search with NoSQL Databases using MongoDB & Cassandra

Description:The vector database market is set to grow at a 20% CAGR by 2032 (Global Market Insights). This course gives data scientists, ML engineers, ... Enroll for free.

Course Link: https://www.coursera.org/learn/vector-search-with-relational-databases-using-postgresql

Name:Vector Search with Relational Databases using PostgreSQL

Description:With vector databases now powering business competitiveness through super-fast applications such as recommendation engines, it’s no surprise ... Enroll for free.

Course Link: https://www.coursera.org/learn/vector-database-projects-ai-recommendation-systems

Name:Vector Database Projects: AI Recommendation Systems

Description:The global recommendation engine market is predicted to grow 37% annually through 2030 (Straits Times). The expertise to predict user ... Enroll for free.

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