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Coursera
您将获得的技能: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Test Case, Debugging, Code Coverage, Model Evaluation, Data Pipelines, Test Data
状态：新状态：免费试用Coursera
您将获得的技能: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making
状态：免费试用Imperial College London
您将获得的技能: 模型评估, 张力流, 数据管道, 深度学习, 迁移学习, 卷积神经网络, 嵌入, 自然语言处理, 递归神经网络 (RNN), Keras（神经网络库）
状态：新状态：免费试用您将获得的技能: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana
状态：新状态：免费试用您将获得的技能: Animation and Game Design
状态：预览The University of Edinburgh
您将获得的技能: 以用户为中心的设计, 文化响应, 创造性思维, 教育软件和技术, 多样性意识, 学习策略, 数字教学法, 学习管理系统, 教育材料, 网页内容, 网页内容无障碍指南, 内容管理, 教学设计
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 营销策略, 创新, 数字化转型, 营销, 数字化营销, 案例研究, 消费者行为, 营销渠道, 营销管理, MarTech, 企业战略, 业务转型, 改善客户体验, 全球营销
状态：新状态：免费试用您将获得的技能: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization
状态：新状态：免费试用您将获得的技能: Financial Modeling, Financial Forecasting, Financial Statements, Depreciation, Balance Sheet, Capital Budgeting, Financial Analysis, Excel Formulas, Income Statement, Microsoft Excel, Risk Analysis, Data Storytelling, Data Validation, Cash Flows, Data Presentation, Return On Investment, Pivot Tables And Charts
状态：新您将获得的技能: Risk Management, Governance, ISO/IEC 27001, Enterprise Risk Management (ERM), Cyber Governance, NIST 800-53, Cyber Risk, Compliance Management, Security Controls, Program Implementation, Regulatory Compliance, Cybersecurity, Cyber Security Strategy, Business Continuity, Asset Management
状态：新状态：免费试用您将获得的技能: Threat Modeling, Application Security, Secure Coding, Open Web Application Security Project (OWASP), Security Engineering, Security Requirements Analysis, Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Vulnerability Assessments, Databases, Information Privacy, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript
状态：新Alex Genadinik
您将获得的技能: Overcoming Objections, Consultative Selling, Closing (Sales), Sales Strategy, Active Listening, Sales, General Sales Practices, Sales Process, Sales Prospecting, Rapport Building, Empathy, Customer Relationship Management
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Test & Debug Java ML Pipelines: Coursera
- Applied Financial Analysis: Coursera
- 使用 TensorFlow 2 定制模型: Imperial College London
- Deploy Resilient AI Microservices with LangChain: Coursera
- Vectors and Intersections in Game Development: Packt
- 如何创建在线课程: The University of Edinburgh
- 数字营销革命: University of Illinois Urbana-Champaign
- AI Security: Security in the Age of Artificial Intelligence: Coursera
- Master Financial Modeling with Excel & AI: Analyze Forecast: EDUCBA
- NIST Cybersecurity Framework 2.0: Managing Risks: Packt
