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Cisco Learning and Certifications
您将获得的技能: Cloud Deployment, Identity and Access Management, Active Directory, Network Troubleshooting
状态：预览University of London
您将获得的技能: 政策分析, 文化多样性, 调解, 跨文化能力, 冲突管理, 政治科学, 国际关系, 世界历史, 外交, 公共事务
状态：免费试用您将获得的技能: SQL, Pandas（Python 软件包）, 事务处理, 存储过程, 数据分析, Query 语言, 关系数据库, Jupyter, 数据库, Python 程序设计, 数据操作
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Performance Analysis, Descriptive Analytics, Business Analytics, Data-Driven Decision-Making, Data Analysis, Media and Communications, Analysis, Predictive Analytics, Performance Measurement, Data Collection, Small Data, Big Data, Spatial Analysis, Research, Performance Reporting, Learning Styles, Innovation, Leadership, Communication
状态：免费试用您将获得的技能: 数据清理, 电子表格软件, 谷歌工作表, 透视表和图表, 数据质量, 信息隐私, 微软Excel, Excel 公式, 数据分析, 数据整理, 数据操作, 数据科学, 数据导入/导出
状态：新状态：免费试用您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
状态：新状态：免费试用University of California, Davis
您将获得的技能: Self-Awareness, Personal Attributes, Personal Development, Research, Student-Centred Learning, Lifelong Learning, Goal Setting, Decision Making
LearnQuest
您将获得的技能: 应用编程接口 (API), 机器学习算法, 微软 Azure, 机器学习, 计算机视觉, 自然语言处理, 模型部署, Python 程序设计, 人工智能和机器学习（AI/ML）, 图像分析, 数据科学
状态：新状态：免费试用您将获得的技能: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
状态：免费试用Google Cloud
您将获得的技能: MLOps（机器学习 Operator）, 数据预处理, 机器学习, 数据建模, 数据处理, 数据存储, Keras（神经网络库）, 实时数据, 数据管道, 功能工程, 数据转换, 张力流
状态：免费试用The Museum of Modern Art
您将获得的技能: 指导, 创造力, 课堂管理, 扫盲, 自我意识, 艺术史, 文科, 课程规划, 学生参与, 情绪商数, 设计思维, 学习风格, 教学策略, 创造性思维, 同理心, 学习策略, 备课, 教学, 美学, 社会学
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Education Software and Technology, Responsible AI, Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, Relationship Management, Rapport Building, FinTech, Data Mining, AI Personalization, Learning Theory, Regulatory Compliance, Financial Planning
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Cisco Collaboration Foundations: Cisco Learning and Certifications
- 全球外交--现代世界的外交: University of London
- 使用 Python 进行数据科学的数据库和 SQL: IBM
- How Did We Get Here?The Development of Analytics in Football: Real Madrid Graduate School Universidad Europea
- 适用于数据分析的 Excel 基础知识: IBM
- Orchestrate, Evaluate, and Release GenAI Systems: Coursera
- Self-Assessment: University of California, Davis
- 在 Azure 上开发人工智能应用: LearnQuest
- GenAI Prompting, Evaluation, and Governance: Coursera
- 功能工程: Google Cloud
