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：新状态：免费试用您将获得的技能: AI Orchestration, Model Deployment, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Security, Artificial Intelligence, Prompt Engineering, Generative AI, Product Support, OpenAI API, Retrieval-Augmented Generation
状态：预览University of California, Santa Cruz
您将获得的技能: 人工智能, 道德标准与行为, 负责任的人工智能, 强化学习, 监督学习, 移情与情商, 网络模型, 机器学习, 人工神经网络, 数据伦理, 政策制定
状态：免费试用您将获得的技能: PyTorch（机器学习库）, 自然语言处理, 文本挖掘, 生成式人工智能, 应用机器学习, 性能调整, 大型语言模型, 嵌入, 迁移学习
状态：新状态：免费试用Coursera
您将获得的技能: Marketing Analytics, Web Analytics, Google Gemini, AI Enablement, Data Storytelling, User Flows, ChatGPT, Digital Media Strategy, Analytics, Data-Driven Decision-Making, Customer Analysis, Process Analysis, Performance Metric
状态：新状态：免费试用您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
状态：新状态：免费试用Coursera
您将获得的技能: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Motion Graphics, Animations, Multimedia, Storytelling, Typography, Branding, Drive Engagement
状态：新您将获得的技能: Payment Systems, Debugging
状态：新状态：免费试用您将获得的技能: Wide Area Networks, Data Centers, Virtual Machines, Network Administration, Virtualization, Network Architecture, Virtual Private Networks (VPN), Wireless Networks, Computer Networking, Network Monitoring, Network Troubleshooting, Software-Defined Networking, Intrusion Detection and Prevention, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Key Management, Internet Of Things, Disaster Recovery
状态：新状态：免费试用您将获得的技能: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Scalability, Web Development
状态：预览University of Michigan
您将获得的技能: 临床评估, 创造力, 病人教育与咨询, 学习理论, 健康教育, 数字教学法, 教学设计, 学习风格, 成人学习原则, 技术战略, 教学
状态：免费试用EDHEC Business School
您将获得的技能: Python 程序设计, 投资组合风险, 投资回报, 投资管理, 风险管理, 财务分析, 资产管理, Matplotlib, 风险分析, 投资组合管理, Pandas（Python 软件包）, 数据操作, 投资, 金融建模, 模拟, NumPy
状态：免费试用Duke University
您将获得的技能: 计算机编程, Encryption, Java 编程, 文件输入/输出, 数据结构, Java, 面向对象编程（OOP）, 密码学, Algorithm, 网络服务器, 软件工程
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- AI Agent Orchestration and Scaling: Edureka
- 人工智能、同理心与伦理: University of California, Santa Cruz
- 用 Transformer 建立生成式 AI 语言模型: IBM
- Track & Optimize AI Traffic Flow: Coursera
- Master Python with Real-World Data & Web Projects: Packt
- Video Content Creation in Canva: Coursera
- The Complete Guide to ASP.NET Core MVC (.NET 6): Packt
- Advanced Networking Technologies and Operations: Packt
- .NET 8 Microservices – DDD, CQRS & Clean Architecture: Packt
- 卫生专业教育的教学方法: University of Michigan
