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University of Pennsylvania
您将获得的技能: Matplotlib, 计算机编程, Python 程序设计, Java, 计算机编程工具, 调试, 数据分析, 数据结构, Pandas（Python 软件包）, 面向对象编程（OOP）, Java 编程, 数据清理, 单元测试, 面向对象设计, 日蚀（软件）, 数据科学, 文件输入/输出, 应用程序开发, 数据可视化, 编程原则
状态：免费试用您将获得的技能: LangChain, 检索-增强生成, Python 程序设计, Prompt Engineering, 拥抱的脸, 生成式人工智能, LLM 申请, Flask（网络框架）, 自然语言处理, OpenAI, 网络应用, 图像分析
状态：预览University of Minnesota
您将获得的技能: 激励技能, 创造性思维, 创新, 集思广益, 解决问题, 适应, 好奇心, 认知灵活性, 成长意识, 坚持不懈, 创造性地解决问题, 足智多谋, 创造力
状态：新状态：免费试用您将获得的技能: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence
状态：新您将获得的技能: Swift Programming, Mobile Development, Apple iOS, Apple Xcode, Application Development, UI Components, Data Persistence, User Interface (UI), Debugging, User Interface (UI) Design, Data Structures, Data Modeling, Animations
状态：预览Nanjing University
您将获得的技能: Psychology, Child Development, Social Sciences, Stress First Aid, Sociology, Human Development, Human Learning, Cultural Diversity, Behavior Management, Mental Health Diseases and Disorders, Empathy & Emotional Intelligence
状态：免费试用CertNexus
您将获得的技能: 数据叙事, 统计分析, 模型评估, 数据迁移, 商业分析, 项目范围界定, 数据操作, 分析技能, 数据分析, 无监督学习, 利益相关者的参与, Jupyter, 分类算法, 摘录, 数据预处理, 探索性数据分析, 机器学习, 业务重点, 数据可视化
状态：新状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Health Administration, Consumer Behaviour, Business Modeling, Artificial Intelligence
状态：新状态：预览您将获得的技能: Test Automation, Continuous Integration, CI/CD, AI Orchestration, Software Quality Assurance, Maintainability, Quality Assurance, Automation, Verification And Validation, User Interface (UI), Natural Language Processing, Scalability
状态：新状态：免费试用您将获得的技能: Angular, Responsive Web Design, Bootstrap (Front-End Framework), Node.JS, Back-End Web Development, Unit Testing, Full-Stack Web Development, Web Components, Front-End Web Development, Command-Line Interface, Authentications, Dataflow, User Accounts, TypeScript, MySQL, E-Commerce
状态：新状态：免费试用您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Infrastructure, Data Integration, Data Governance, Data Storage Technologies, Data Storage, Real Time Data
状态：新状态：预览Deep Teaching Solutions
您将获得的技能: Student Engagement, Differentiated Instruction, Willingness To Learn, Persistence, Learning Theory, Problem Solving
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Python 和 Java 编程入门: University of Pennsylvania
- 用 Python 构建由 AI 驱动的生成式应用程序: IBM
- 创造性地解决问题: University of Minnesota
- Analyze Logs: Fix LLM Hallucinations: Coursera
- SwiftUI - Build Amazing Apps - With Much Less Code: Packt
- 心理学与生活: Nanjing University
- CertNexus 认证数据科学从业人员: CertNexus
- The Future of Healthcare and Emerging Trends: University of Illinois Urbana-Champaign
- AI-First Test Automation with Functionize Essentials: Coursera
- Mastering Angular – Interview Prep & E-commerce App: Packt
