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：预览Yale University
您将获得的技能: 学校心理学, 心理评估, 个性化教育计划（IEP）, 扫盲, 学习策略, 宣传, 弹性, 特殊教育, 诊断测试, 学生支持与服务, 教育软件和技术, 与儿童一起工作, 儿童发展, 残疾
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, AI Personalization, Data Ethics, Responsible AI, Rehabilitation, Precision Medicine, Athletic Training, Injury Prevention, Augmented and Virtual Reality (AR/VR), Artificial Intelligence, Health Systems, Exercise Science, Health Technology, Healthcare Ethics, Emerging Technologies, Real Time Data, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management
状态：新状态：免费试用您将获得的技能: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
状态：免费试用DeepLearning.AI
您将获得的技能: 卷积神经网络, 模型评估, 人工神经网络, 深度学习, 迁移学习, 张力流, Keras（神经网络库）
状态：免费试用您将获得的技能: 用户界面（UI）, React Native, Unix 命令, GitHub, 还原式 API, 用户体验设计, 版本控制, 移动开发, Javascript, Git（版本控制系统）, Android Studio, 可用性测试, 数据结构, Kotlin, Jest（JavaScript 测试框架）, 用户研究, 角色（用户体验）, 安卓开发, Android Jetpack, 交互设计
状态：新状态：预览您将获得的技能: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
状态：免费试用您将获得的技能: Microsoft Power Platform, Microsoft Copilot, Prompt Engineering, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Excel, Excel Formulas, Microsoft Word, Data Visualization, No-Code Development, Spreadsheet Software, Collaborative Software, Microsoft Office, Power Apps Component Framework, Presentations, Data Analysis
状态：新状态：免费试用您将获得的技能: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Statistical Visualization, Python Programming, Data Science, Machine Learning, Data Analysis
状态：预览University of California San Diego
您将获得的技能: 编程原则, 计算思维, Python 程序设计, 数据结构, 生物学, 生物信息学
状态：新状态：免费Universidad de los Andes
您将获得的技能: digital literacy, Data Security, Computer Security Awareness Training, Social and Human Services, Law, Regulation, and Compliance, Digital Communications, Interactive Learning
状态：新您将获得的技能: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Prompt Engineering, Responsible AI, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Transformation, Continuous Monitoring, Feature Engineering, Natural Language Processing, Artificial Intelligence, Data Collection
状态：新状态：预览AI CERTs
您将获得的技能: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning
总之，以下是 10 最受欢迎的 unsupervised learning 课程
- 克服阅读障碍: Yale University
- IA y Salud en Fútbol: Futuras Perspectivas, Transformaciones: Real Madrid Graduate School Universidad Europea
- Autonomous AI Agent Systems and Orchestration: Edureka
- 使用 TensorFlow 定制模型、层和损失函数: DeepLearning.AI
- Meta Android 开发人员: Meta
- Agentic AI Content for Practitioners (Teams: HR): Coursera
- Master Microsoft Office 365 and Power Platform: Microsoft
- Artificial Intelligence with Python: Foundations to Projects: EDUCBA
- 生物学遇上编程：生物信息学入门: University of California San Diego
- Derechos y salud en la era digital: protección e incidencia: Universidad de los Andes
