信息检索课程
信息检索课程可以帮助您学习搜索 Algorithm、索引技术和数据挖掘策略。您可以掌握评估搜索结果、优化查询性能和理解用户意图的技能。许多课程都会介绍 Elasticsearch、Apache Solr 和各种机器学习库等工具，展示这些技术如何增强信息检索流程并提高搜索结果的准确性。
热门信息检索课程和认证
您将获得的技能: Database Design, SQL, Relational Databases, Database Management, Database Systems, Performance Tuning, Databases, Database Administration, Query Languages
状态：预览H2O.ai
您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, AI Enablement, Generative AI, Web Applications, Artificial Intelligence, Data Processing, Prompt Engineering, Agentic systems, Application Development, Application Programming Interface (API), Automation
状态：免费试用您将获得的技能: Vector Databases, Embeddings, PostgreSQL, Relational Databases, SQL, NoSQL, Node.JS, Data Import/Export, Data Processing, Data Analysis
您将获得的技能: Large Language Modeling, LLM Application, Generative AI, Prompt Engineering, Model Evaluation, Data Preprocessing, Application Development, Model Deployment, Open Source Technology
状态：免费DeepLearning.AI
您将获得的技能: 检索-增强生成, JSON, LLM 申请, 非结构化数据, 视觉转换器（ViT）, 文件管理, 元数据管理, 数据转换, 图像分析, 数据预处理
状态：预览Google Cloud
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, Semantic Web, Generative AI, Artificial Intelligence, Natural Language Processing, Google Cloud Platform, Algorithms
您将获得的技能: MySQL Workbench, Data Validation, SQL, MySQL, Query Languages, Analytical Skills, Relational Databases, Scripting
状态：免费DeepLearning.AI
您将获得的技能: Algorithm, 检索-增强生成, 矢量数据库, LLM 申请, 无监督学习, 大型语言模型, 生成式 AI 代理, 嵌入, 应用机器学习, 语义网
您将获得的技能: Retrieval-Augmented Generation, Generative AI, Google Gemini, Vector Databases, Embeddings, Prompt Engineering, Data Pipelines, Google Cloud Platform
状态：免费DeepLearning.AI
您将获得的技能: Embeddings, Retrieval-Augmented Generation, Vector Databases, Text Mining, Large Language Modeling, Performance Tuning
您将获得的技能: Retrieval-Augmented Generation, Generative AI, Vector Databases, Gemini, Embeddings, Large Language Modeling, Google Cloud Platform
状态：预览University of Michigan
您将获得的技能: 计算机编程, Python 程序设计, 临床信息学, 非结构化数据, 医学术语, 自然语言处理, 健康信息学, 模型评估, 文本挖掘, 深度学习, 机器学习, 人工神经网络, 计算机编程工具, 数据挖掘
与 information retrieval 相关的搜索
总之，以下是 10 最受欢迎的 information retrieval 课程
- Optimize Your Database with Indexes: Coursera
- H2O GPTe Learning Path: H2O.ai
- Vector Search with Relational Databases using PostgreSQL: SkillUp
- H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
- 为 LLM 应用预处理非结构化数据: DeepLearning.AI
- Vector Search 和嵌入: Google Cloud
- Complex Retrieval Queries in MySQL Workbench: Coursera
- Vector 数据库：从 Embedding 到应用: DeepLearning.AI
- Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery: Google Cloud
- Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI
