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：预览您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
状态：免费试用University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Semantic Web, JSON, Statistical Methods, Data Manipulation
状态：免费试用Microsoft
您将获得的技能: AI 工作流程, 计算机视觉, 负责任的人工智能, 模型部署, 机器学习, 自然语言处理, 人工智能, 微软 Azure, 预测建模, 无代码开发
状态：新您将获得的技能: Web Development Tools, Typography
状态：免费试用University of Michigan
您将获得的技能: Matplotlib, 预防伤害, 数据清理, 数据分析, 统计建模, 逻辑回归, 数据预处理, Scikit-learn （机器学习库）, 回归分析, 运动训练, 分析, 预测建模, 相关性分析, 应用机器学习, 统计分析, Python 程序设计, 监督学习, 预测, 数据处理, 运动医学
状态：新您将获得的技能: AutoCAD, Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Architectural Design, Civil and Architectural Engineering, Building Design, Building Codes, Safety Standards, Construction
状态：新状态：免费试用您将获得的技能: Data Lakes, Data Governance, Data Management, Microsoft Azure, Data Architecture, Data Warehousing, Data Integrity, Data Pipelines, Data Security, Role-Based Access Control (RBAC), Data Transformation, Real Time Data
状态：新状态：免费试用您将获得的技能: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Investigation, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis
状态：新状态：免费试用您将获得的技能: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage
您将获得的技能: Recurrent Neural Networks (RNNs), Tensorflow, Python Programming, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning
状态：新状态：免费试用您将获得的技能: Web Applications, Authentications, Front-End Web Development, Authorization (Computing), Application Programming Interface (API), User Interface (UI) Design
状态：免费试用University of California San Diego
您将获得的技能: 理论计算机科学, 计算机科学, 组合学, 计算思维, 计算逻辑, Python 程序设计, 演绎推理, 逻辑推理, 计划发展, Algorithm
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Voice AI: Introduction to Building Voice Applications: Coursera
- Text Marketing Analytics: University of Colorado Boulder
- 准备 AI-900：Microsoft Azure AI 基础知识考试: Microsoft
- CSS Modern Responsive Web Design – Build 5 Websites: Packt
- 运动表现分析: University of Michigan
- Master AutoCAD Corporate Layouts: Design & Drafting Skills: EDUCBA
- Building Data Lakes and Lakehouses with Microsoft Fabric: Microsoft
- AI Systems Reliability & Security: Coursera
- Orchestrating Data Pipelines and Advanced Data Strategies: Packt
- Tweet Emotion Recognition with TensorFlow: Coursera
