Cluster Analysis(聚类分析)课程可以帮助您学习数据分割、模式识别和数据集内自然分组的识别。您可以培养评估聚类方法、解释结果以及将统计技术应用于实际问题的技能。许多课程都会介绍 R、Python 等工具和用于数据可视化的专项软件,这些工具支持实施聚类算法和分析复杂的数据结构。

Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication
中级 · 指导项目 · 不超过 2 小时

Scrimba
您将获得的技能: 检索-增强生成, 生成式人工智能, Prompt Engineering, AI 工作流程, 负责任的人工智能, LLM 申请, 矢量数据库, 多模式 Prompt, 云应用, OpenAI 应用程序接口, 模型上下文 Protocol, 应用程序部署, 图像分析, 软件工程, 应用程序接口网关, LangChain, 拥抱的脸, OpenAI, 云部署, 嵌入
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 调解, 沟通策略, 沟通, 决策, 人际沟通, 冲突管理, 积极倾听, 员工参与, 团队合作, 解决问题, 自信, 管理团队
混合 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Financial Statement Analysis, Financial Modeling, Corporate Finance, Finance, Financial Management, Financial Analysis, Income Statement, Balance Sheet, Capital Budgeting, Risk Analysis, Risk Management, Investment Management, Financial Forecasting, Cash Flows, Cost Benefit Analysis, Return On Investment
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 功能设计, 数据结构, 调试, R 语言程序设计(中文版), 编程原则, 面向对象编程(OOP), 性能调整, 软件设计模式, 性能测试, 数据操作
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Content Performance Analysis, Prompt Engineering, Microsoft Copilot, Customer Insights, Customer Analysis, Competitive Analysis, Persona Development, Content Marketing, Content Creation, Marketing Operations, Marketing Analytics, Generative AI Agents, Marketing Design, Marketing Strategies, Marketing Planning, Marketing Materials, Marketing, Ideation, Social Media Content, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Literacy, Microsoft Excel, Data Visualization Software, Spreadsheet Software, Pivot Tables And Charts, Exploratory Data Analysis, Data Analysis Software, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Process Mapping, Business Process Modeling, Business Analysis, Cloud-Native Computing, Identity and Access Management, Data Migration, Software Architecture, Stakeholder Analysis, Systems Design, Extract, Transform, Load, Systems Architecture, Stakeholder Management, Data Integration, Cybersecurity, Stakeholder Engagement, Release Management, Enterprise Architecture, Project Management, Software Testing, Information Technology
初级 · 专业证书 · 3-6 个月

您将获得的技能: Prompt Engineering, Microsoft Copilot, Content Performance Analysis, Marketing and Public Relations, Editing, Customer Insights, Content Development and Management, Proofreading, Public Relations, Integrated Marketing Communications, Customer Analysis, Content Creation, Marketing Communications, Persona Development, Writing and Editing, Content Management, Content Marketing, Content Strategy, Generative AI, Marketing Strategies
初级 · 专项课程 · 3-6 个月

Yale University
您将获得的技能: 解剖学, 磁共振成像, 放射诊断学, 医学影像, X 射线计算机断层扫描, 神经学, 医学超声波, 图像分析, 诊断测试, 射线照相术
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 分类算法, 机器学习, 监督学习, 模型评估, Scikit-learn (机器学习库), 数据清理, 数据预处理, 性能指标, 逻辑回归, 抽样(统计), 预测建模, 功能工程, 随机森林算法, 决策树学习
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月