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LearnQuest
您将获得的技能: 模型评估, 大型语言模型, 负责任的人工智能, 数据预处理, 机器学习, 人工智能, 个人身份信息, 分析技能, 预测分析, 信息隐私, 博弈论, 预测建模, AI 安全, 道德标准与行为, 机器学习算法, AI 赋能, 数据伦理, OpenAI, 数据收集, Algorithm
状态：新您将获得的技能: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
状态：新状态：免费试用您将获得的技能: Architectural Drawing, AutoCAD, Technical Drawing, Computer-Aided Design, Drafting and Engineering Design, Architectural Design, Building Design
状态：新状态：免费试用您将获得的技能: Animation and Game Design
状态：新状态：预览Simplilearn
您将获得的技能: Email Marketing, Marketing Analytics, Campaign Management, Marketing Automation, Web Analytics, Web Content, Account Management, Dashboard, Customer Data Management, Automation, Content Management, Configuration Management
状态：新状态：免费试用您将获得的技能: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines
状态：新状态：预览Creo Incubator
您将获得的技能: Stress Management, Personal Development, Resilience, Personal Attributes, Self-Awareness, Productivity, Mindfulness, Health And Wellness Coaching, Mental Health, Professional Development, Growth Mindedness, Self-Motivation, Behavioral Health, Time Management, Goal Setting
状态：预览Universiteit Leiden
您将获得的技能: 自我意识, 环境与资源管理, 压力管理, 正念, 社会科学, 心理健康, 文化多样性, 心理学, 创伤护理, 精神和行为健康专业, 道德标准与行为, 社会正义
状态：免费试用Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI
状态：新状态：免费试用您将获得的技能: Peer Review, Technical Communication, Agile Methodology, Engineering Management, Decision Making, AI Product Strategy
状态：预览University of Washington
您将获得的技能: 理论计算机科学, 功能设计, 软件设计, 编程原则, 计算思维, 计算机编程, 鲁比（编程语言）, 其他编程语言, 软件安装
状态：新状态：免费试用您将获得的技能: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI), User Experience Design, Web Design and Development, Development Environment, Front-End Web Development, Javascript, Web Development, Web Applications, Responsive Web Design, Microsoft Visual Studio, Real Time Data, Data Validation
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 人工智能时代的伦理: LearnQuest
- PowerPoint Data Viz – Business Charting Techniques: Packt
- Master AutoCAD Drafting: Create & Refine Architectural Plans: EDUCBA
- Vectors and Intersections in Game Development: Packt
- Mailchimp Basics Training for Beginners: Simplilearn
- Automate Cloud Workflows with Python Scripting: Coursera
- Well-being for Entrepreneurs: Creo Incubator
- 去神秘化正念: Universiteit Leiden
- Agentic AI and AI Agents: A Primer for Leaders: Vanderbilt University
- Collaborate, Review, and Decide on AI Apps: Coursera
