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：预览The University of Edinburgh
您将获得的技能: Python 程序设计, 图论, 大数据, 健康信息学, 自然语言处理, 网络分析, 数据整合, 统计建模, 生物医学技术, 数据科学, 机器学习, 数据伦理, 精准医疗, 图像分析, 生物信息学
状态：预览University of Colorado Boulder
您将获得的技能: 技术写作, 学习理论, 技术交流, 教育软件和技术, 信息图表, 叙事, 口头表达, 人类学习, 研究, 科学与研究, 教育与培训, 学习管理系统, 面试技巧, 科学方法, 媒体与传播, 摄影, 社区外联, 写作, 计划评估, 说服沟通
状态：新状态：免费试用您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
状态：新状态：免费试用您将获得的技能: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Interactive Data Visualization, Business Metrics
状态：新状态：预览Coursera
您将获得的技能: Regulatory Compliance, Underwriting, Lending and Underwriting, Mortgage Loans, Commercial Lending, Loan Origination, Credit Risk, Risk Management, Consumer Lending, Quality Control, Risk Analysis, General Lending, Decision Making, Predictive Analytics, Artificial Intelligence
状态：新您将获得的技能: Ansible, Infrastructure as Code (IaC), DevOps, Kubernetes, YAML, Docker (Software), Automation, Debugging, Security Controls, Microsoft Windows, Configuration Management
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 解剖学, X 射线计算机断层扫描, 医学影像, 数据操作, 研究设计, 分析技能, 数据分析, 数据处理, 高级分析, 生物医学技术, 图像分析, 实验, 放射诊断学, R 语言程序设计（中文版）, 神经学, 网络分析, 磁共振成像, 放射科, 统计
状态：新状态：免费试用您将获得的技能: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
状态：新Creo Incubator
您将获得的技能: Self-Awareness, Professional Networking, Relationship Building, Strategic Communication, Personal Development, Decision Making, Communication, Entrepreneurship, Initiative and Leadership, Assertiveness, Leadership, Strategic Decision-Making
状态：新您将获得的技能: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications
状态：新状态：免费试用您将获得的技能: Adobe Firefly, Storyboarding, Adobe Express, Prompt Engineering, Responsible AI, Data Ethics, Collaborative Software, Creativity, Adobe Creative Cloud, Prompt Engineering Tools, AI Enablement, Generative AI, Adobe Photoshop, Adobe Illustrator, Creative Thinking, Visualization (Computer Graphics), Creative Design, Storytelling, Branding, Content Development and Management
状态：预览University of Pennsylvania
您将获得的技能: Python 程序设计, 数据结构, 面向对象编程（OOP）, 调试, 计算思维, 分析, 解决问题, Algorithm, 伪代码, 计算机编程, 计划发展, 计算机硬件
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 分层医疗和精准医疗中的数据科学: The University of Edinburgh
- 设计有效的科学传播: University of Colorado Boulder
- Segment and Validate Your Live Marketing Data: Coursera
- Unlock Business Insights with Microsoft Excel and Power BI: Microsoft
- Mortgage for Underwriters: Coursera
- Automation with Ansible - Hands-on DevOps: Packt
- 神经科学与神经成像: Johns Hopkins University
- Automate Data Analysis and BI with No-Code AI: LearnQuest
- Introverted Entrepreneurship for Leaders Success: Creo Incubator
- Building Web Applications with Flask: Packt
