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The Museum of Modern Art
您将获得的技能: 创造力, 叙事, 文化多样性, 社会影响, 艺术史, 设计师, 美学, 文科
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing
状态：新状态：免费试用Coursera
您将获得的技能: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Model Evaluation, Business Ethics, MLOps (Machine Learning Operations), Accountability, Mitigation, Data Quality
状态：新状态：免费试用您将获得的技能: Internet Of Things, Natural Language Processing, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Automation, Network Performance Management, Network Monitoring, Data Pipelines, Generative AI Agents, Generative AI, Wireless Networks, Artificial Intelligence, Emerging Technologies, Network Architecture, Digital Communications, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation
状态：预览University of London
您将获得的技能: 调解, 文化多样性, 跨文化能力, 政策分析, 冲突管理, 政治科学, 国际关系, 外交, 世界历史, 公共事务
状态：新状态：免费试用您将获得的技能: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 调试, 面向对象编程（OOP）, 数据结构, JSON, 数据导入/导出, 软件设计, 统一模型语言, 网页抓取, 数据操作, 单元测试, 还原式 API, 编程原则, Jupyter, 数据处理, 面向对象设计, 计算机编程, 计划发展, 文件输入/输出, 图像分析
状态：免费试用Deep Teaching Solutions
您将获得的技能: 课堂管理, 学习策略, 学习理论, 教学法, 时间管理, 人类学习, 备课, 特殊教育, 学生参与, 数字教学法, 压力管理, 讲课, 教育与培训, 批判性思维, 压力急救, 教学, 混合式学习, 差异化教学, 教学策略, 课程开发
状态：新状态：免费试用您将获得的技能: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, Performance Tuning, AI Security, Data Wrangling, LLM Application, Version Control, Business Process Automation, API Testing, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, Data Integration
状态：免费试用Imperial College London
您将获得的技能: 深度学习, 迁移学习, 张力流, 数据预处理, 计算机视觉, Keras（神经网络库）, 人工神经网络, 模型评估, 卷积神经网络, 模型部署, 监督学习, 图像分析
状态：新状态：免费试用Cisco Learning and Certifications
您将获得的技能: Cloud Deployment, Identity and Access Management, Active Directory, Network Troubleshooting
状态：免费试用DeepLearning.AI
您将获得的技能: 张力流, 嵌入式系统, 移动开发, 计算机视觉, 安卓开发, 模型部署, Swift 编程, 应用机器学习, 机器学习, iOS 开发
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 现代艺术与创意: The Museum of Modern Art
- Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
- Document and Evaluate AI Ethics: Coursera
- AI Foundations & Industry Overview for Telecommunication: AI CERTs
- 全球外交--现代世界的外交: University of London
- Master Java Build Tools for ML Projects: Coursera
- Python 3 编程: University of Michigan
- 常识教学: Deep Teaching Solutions
- Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
- 开始使用 TensorFlow 2: Imperial College London
