无监督学习课程
无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具，这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用，提高从无标签数据中获得洞察力的能力。
热门无监督学习课程和认证
状态：免费试用Amazon Web Services
您将获得的技能: Data Governance, 数据基础设施, 数据管理, Data Management, 亚马逊网络服务, 数据导入/导出, 数据存储, AWS 身份和访问管理 (IAM), 数据架构, 数据处理, 数据转换, 数据仓库, 亚马逊 S3, 数据湖, 机器学习, Query 语言, 数据科学, 数据工程, 数据可视化
状态：新您将获得的技能: Risk Management, Governance, ISO/IEC 27001, Enterprise Risk Management (ERM), Cyber Governance, NIST 800-53, Cyber Risk, Compliance Management, Security Controls, Program Implementation, Regulatory Compliance, Cybersecurity, Cyber Security Strategy, Business Continuity, Asset Management
状态：免费试用Knowledge Accelerators
您将获得的技能: 交互式数据可视化, 数据可视化软件, 仪表板, Excel 公式, 商业分析, Power BI, 数据分析, 数据建模, 数据导入/导出, 数据共享, 商业智能, 数据转换, 趋势分析, 数据展示, Data Analysis 表达式（DAX）, 微软 365, 数据综合, 数据可视化
状态：新状态：免费试用您将获得的技能: ChatGPT, Customer Service, Self Service Technologies, AI Enablement, Customer Support, AI Personalization, Prompt Engineering, Customer experience improvement, Employee Training, Technology Strategies, Standard Operating Procedure
状态：新您将获得的技能: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Context Management, Model Evaluation, Data Analysis, Verification And Validation
状态：免费试用University of Michigan
您将获得的技能: Html 和 Css, 可用性, 网络开发, 网页设计与开发, 用户界面（UI）, 网页内容无障碍指南, 层叠样式表（CSS）, 网页设计, 调试, 响应式网页设计, 网络开发工具
状态：新您将获得的技能: Web Development Tools, Typography
状态：新状态：预览您将获得的技能: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service
状态：新状态：免费试用Google Cloud
您将获得的技能: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Enablement, AI Orchestration, Google Workspace, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Artificial Intelligence, Unstructured Data, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Strategic Planning, Cloud Computing, Collaboration
状态：新状态：免费Amazon Web Services
您将获得的技能: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication
状态：免费试用University of Pennsylvania
您将获得的技能: Python 程序设计, Pandas（Python 软件包）, 数据分析, Java, 单元测试, 面向对象编程（OOP）, 数据结构, 应用程序开发, 透视表和图表, 数据清理, 编程原则, 调试, 文件输入/输出, 计算机编程, Java 编程, 面向对象设计, Matplotlib, 数据科学, 日蚀（软件）, 数据可视化
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 在 AWS 上构建 Data Lake: Amazon Web Services
- NIST Cybersecurity Framework 2.0: Managing Risks: Packt
- 从 Excel 到 Power BI: Knowledge Accelerators
- Customer Service With ChatGPT And By Creating A Custom GPT: Alex Genadinik
- Dynamics 365 Business Central Development Quick Start: Packt
- Advanced Prompt Engineering for Everyone: Vanderbilt University
- CSS3 简介: University of Michigan
- CSS Modern Responsive Web Design – Build 5 Websites: Packt
- Build an AI-Powered App with Claude: Coursera
- Líder de IA generativa (Generative AI Leader): Google Cloud
