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MathWorks
您将获得的技能: 交互式数据可视化, 技术交流, 数据可视化软件, 数据分析, 绘图（图形）, 数据预处理, 数据导入/导出, 监督学习, 降维, 探索性数据分析, 数据叙事, 功能工程, 模型评估, 回归分析, 数据整合, 应用机器学习, 数据科学, 数据可视化, 分类算法, Matlab
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 通信系统, 广域网, 分布式计算, 物联网, 网络管理, Network 路由器, 网络硬件, 基础设施安全, 局域网, 网络架构, 电信, Network Protocol（网络协议, 云基础设施, 虚拟局域网（VLAN）, 无线网络, 网络基础设施, Network 交换机, 机器学习, 通用网络
Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
状态：新状态：预览您将获得的技能: USB, Electronic Hardware, Hardware Design, Electronics, Electrical Systems, Electrical Power, Power Electronics, Electronic Components, Routing Protocols, Computer-Aided Design, Schematic Diagrams, Design, Design Specifications, Design Strategies, Verification And Validation
状态：免费试用Scrimba
您将获得的技能: 计算机编程, Html 和 Css, 前端网络开发, GitHub, 网络开发, 响应式网页设计, ChatGPT, 应用程序开发, 数据库应用, 机器学习, 应用程序部署, 层叠样式表（CSS）, 移动开发, 视频游戏开发, Javascript
状态：新状态：免费试用您将获得的技能: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Secure Coding, Debugging
状态：新状态：免费试用您将获得的技能: AI Orchestration, Model Deployment, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Security, Artificial Intelligence, Prompt Engineering, Generative AI, Product Support, OpenAI API, Retrieval-Augmented Generation
状态：新状态：免费试用您将获得的技能: B2B Sales, Consultative Selling, Stakeholder Engagement, Enterprise Sales, Performance Metric, Sales Presentations, Verbal Communication Skills, Oral Expression, Sales, Specialized Sales, Executive Presence, Sales Process, Sales Pipelines, Solution Sales Engineering, Sales Strategy, Technical Sales, Performance Analysis, Proposal Development, Customer Relationship Management (CRM) Software, Active Listening
状态：新状态：免费试用您将获得的技能: Cloud Deployment, Amazon Web Services
状态：免费试用您将获得的技能: PyTorch（机器学习库）, 自然语言处理, 文本挖掘, 生成式人工智能, 应用机器学习, 性能调整, 大型语言模型, 嵌入, 迁移学习
状态：新状态：免费试用您将获得的技能: Cascading Style Sheets (CSS), Debugging, Search Engine Optimization, PHP (Scripting Language), jQuery, Hypertext Markup Language (HTML), MySQL, WordPress, Web Applications, Application Programming Interface (API), Web Development, Content Management Systems, Restful API, Javascript, Application Deployment, Cloud Hosting, Program Development, Object Oriented Programming (OOP), Servers, Development Environment
状态：新状态：免费试用您将获得的技能: Cloud Management, Compliance Management, Infrastructure as Code (IaC), Terraform, Multi-Tenant Cloud Environments, Cloud Security, Cost Control, Automation, Amazon Web Services, Governance, Compliance Auditing, Cost Management, Scripting, Data-Driven Decision-Making, Analysis
与 unsupervised learning 相关的搜索
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 使用 MATLAB 的实用数据科学: MathWorks
- 亲身体验物联网: University of Illinois Urbana-Champaign
- NLP: Twitter Sentiment Analysis: Coursera
- From Schematic to PCB: Layout Fundamentals: Coursera
- 用人工智能学习编码: Scrimba
- Code and framework based agent development: Microsoft
- AI Agent Orchestration and Scaling: Edureka
- Consultative Selling and Buyer Engagement: LearnQuest
- Introduction to Cloud-Native Architecture and Microservices: Packt
- 用 Transformer 建立生成式 AI 语言模型: IBM
