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。

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, Data-Driven Decision-Making, Image Analysis, LLM Application, Applied Machine Learning, Data Flow Diagrams (DFDs), Semantic Web, Database Theory, Docker (Software), Prompt Engineering, Database Design, NumPy, Databases, Generative AI, PyTorch (Machine Learning Library), Simulations, Data-oriented programming, Python Programming
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 机器学习, 人工智能, 无监督学习, 计算机视觉, 功能工程, 监督学习, 逻辑回归, 决策树学习, 统计机器学习, 数据预处理, 统计建模, 回归分析, 深度学习, 分类算法, 贝叶斯统计, 预测建模, 模型评估, Model Evaluation, 应用机器学习, 数据挖掘, 图像分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization
中级 · 专项课程 · 1-3 个月

您将获得的技能: Vector Databases, AI Personalization, Hugging Face, MongoDB, Embeddings, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Artificial Intelligence, Apache Cassandra, Text Mining, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月

Splunk Inc.
您将获得的技能: 统计分析, 商业分析, 数据分析, 商业智能, 大数据, 数据处理, 数据建模, 仪表板, 时间序列分析和预测, 安全信息与事件管理(SIEM), 数据转换, 数据操作, 相关性分析, 数据综合, Splunk, 数据科学, 特别报告, 数据分析表达式 (DAX), 性能调整, 数据可视化软件
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月

University of Minnesota
您将获得的技能: 变革管理, 云计算, 商业技术, 系统分析, 云服务, 需求分析, 管理, 网络安全, 技术战略, 项目管理, 企业资源规划, 业务要求, 组织变革, 信息技术, 业务系统, 流程图, 业务分析, 业务系统分析, 批判性思维, 系统实施
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Data-Driven Decision-Making, Vector Databases, NumPy, Data Analysis, Model Evaluation, Machine Learning, Machine Learning Algorithms, Analysis, Linear Algebra, Python Programming, Classification Algorithms, Performance Testing
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Vector Databases, Embeddings, Retrieval-Augmented Generation, Artificial Neural Networks, LLM Application, Large Language Modeling, Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Performance Tuning, Performance Testing
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Vector Databases, Embeddings, Semantic Web, Flask (Web Framework), Model Deployment, Restful API, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, PyTorch (Machine Learning Library), Vision Transformer (ViT), Image Analysis, Performance Tuning
中级 · 课程 · 1-4 周