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: Data Preprocessing, Data Visualization, Performance Tuning
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据结构, 数据操作, 调试, 数据处理, 软件设计, 面向对象编程（OOP）, 文件输入/输出, 面向对象设计, 网页抓取, 单元测试, 还原式 API, 统一模型语言, JSON, 编程原则, Jupyter, 计算机编程, 数据导入/导出, 图像分析, 计划发展
状态：免费试用您将获得的技能: 机器学习算法, 机器学习, NoSQL, Apache Hadoop, 大数据, 生成式人工智能, 分布式计算, PySpark, 模型评估, Apache Hive, 数据管道, 监督学习, 应用机器学习, Apache Cassandra, IBM 云, 摘录, Apache Spark, Kubernetes, MongoDB, 数据库
状态：免费试用University of Minnesota
您将获得的技能: 制定基准, 电子表格软件, 机器学习算法, 机器学习, 决策支持系统, 业务指标, 降维, 探索性数据分析, AI 个性化服务, A/B 测试, 分析, 预测分析, 模型评估, 预测建模, 性能指标, Data Validation, 分类学, 数据收集, 绩效衡量, 应用机器学习
状态：免费试用Whizlabs
您将获得的技能: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Algorithms, AWS SageMaker, Machine Learning, Supervised Learning, Unsupervised Learning, Predictive Modeling, Regression Analysis, Natural Language Processing
状态：新您将获得的技能: 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Macquarie University
您将获得的技能: 仪表板, 自动化, 数据清理, 电子表格软件, 合并, 数据整合, 数据管理, Data Management, Data Analysis 表达式（DAX）, 业务报告, 微软Excel
状态：免费试用Tableau Learning Partner
您将获得的技能: 数据叙事, 数据分析, 空间数据分析, 仪表板, 数据可视化软件, 交互式数据可视化, 数据展示, Data Governance, 数据预处理, 业务指标, 需求征询, 探索性数据分析, 数据管理, Data Management, 数据仓库, 数据扫盲, 数据可视化, 商业分析, 数据伦理, Tableau 软件, 摘录
Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
状态：免费试用Google Cloud
您将获得的技能: Cloud Management, Serverless Computing, Google Cloud Platform, Digital Transformation, Data Governance, Cloud Services, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Cloud Infrastructure, Data Strategy, Application Programming Interface (API), Cloud Solutions, Real Time Data, Business Transformation, Data Management, Hybrid Cloud Computing, Data Warehousing, AI Enablement, Artificial Intelligence, Data Security
状态：免费试用University of California, Irvine
您将获得的技能: Python 程序设计, 物联网, 功能要求, 应用编程接口 (API), 调试, 电子产品, 嵌入式系统, 需求分析, 用户需求文件, 基本电气系统, 自动化工程, Network Protocol（网络协议, 嵌入式软件, TCP/IP, 电子元件, 系统设计, Linux, Operating System 管理, 测试计划, 操作系统
状态：新状态：免费试用您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Clean, Analyze, and Visualize Your Data: Coursera
- Python 3 编程: University of Michigan
- NoSQL、大数据和 Spark 基础: IBM
- 推荐系统: University of Minnesota
- ML Algorithms: Whizlabs
- Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
- Excel 商务技能：中级 I: Macquarie University
- Tableau 商业智能分析师: Tableau Learning Partner
- Linear Regression with Python: Coursera
- Google Cloud Digital Leader Training: Google Cloud
