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：预览状态：人工智能技能DeepLearning.AI
您将获得的技能: CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, Integration Testing, User Feedback
状态：新状态：预览您将获得的技能: Health Technology, Healthcare Ethics, Clinical Informatics, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Data Ethics, Responsible AI, Image Analysis, Health Informatics, X-Ray Computed Tomography, Clinical Research, Electronic Medical Record System, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization
状态：免费试用University of California, Irvine
您将获得的技能: 数据建模, 星形模式, 商业分析, 数据仓库, 云计算, 无监督学习, 预测建模, 商业智能, 市场分析, 雪花模式, 分类算法, 数据挖掘, 数据驱动的决策制定, 摘录, 监督学习
状态：免费试用您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
状态：新状态：免费试用您将获得的技能: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis
状态：预览Universitat Autònoma de Barcelona
您将获得的技能: Computer Vision, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Artificial Intelligence, Model Evaluation, Algorithms
- 状态：新状态：免费试用
状态：新您将获得的技能: Web Development Tools, Typography
状态：新状态：免费试用您将获得的技能: Intellectual Property, Ideation, Brand Strategy, Adobe Express, Adobe Firefly, Target Audience, Creative Problem-Solving, Conceptual Design, Creative Thinking, Branding, Creativity, Graphic Design, Entrepreneurship, Design, Adobe Photoshop, Business Strategy, Adobe Illustrator, Artificial Intelligence, Communication, Digital Marketing
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 概率与统计, 无监督学习, 欺诈检测, 回归分析, 分析, 异常检测, 预测分析, 协作软件, 模型评估, 相关性分析, 市场分析, 分类算法, 散点图, 数据挖掘, 机器学习
Microsoft
您将获得的技能: Virtual Machine, 云计算架构, 基础设施即服务（IaaS）, 微软 Azure, 可扩展性, 云存储, 数据库管理系统, 云服务, 云计算, 虚拟化, 虚拟网络化
状态：新状态：免费试用您将获得的技能: Project Closure, Risk Mitigation, Project Risk Management, Project Planning, Business Communication
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- Design, Develop, and Deploy Multi-Agent Systems with CrewAI: DeepLearning.AI
- AI in Clinical Decision Support & Diagnostics: Starweaver
- 数据仓库和商业智能: University of California, Irvine
- AI Workflow: Business Priorities and Data Ingestion: IBM
- Analyze, Create, and Secure Data with Zero Trust: Coursera
- Detección de objetos: Universitat Autònoma de Barcelona
- Managing AI Projects That Ship and Scale:
- CSS Modern Responsive Web Design – Build 5 Websites: Packt
- Build your creative business using Adobe tools: Adobe
- 聚类分析、关联挖掘和模型评估: University of California, Irvine
