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。

Wesleyan University
您将获得的技能: Python 程序设计, 模型评估, 统计分析, 无监督学习, 分类与回归树 (CART), 随机森林算法, 预测分析, 机器学习算法, 决策树学习, 应用机器学习, 功能工程, 探索性数据分析, 数据分析, 数据挖掘, 机器学习, 回归分析
混合 · 课程 · 1-4 周

SkillUp
您将获得的技能: Systems Design, Business Process Modeling, Data Flow Diagrams (DFDs), Systems Analysis, Data Modeling, Digital Transformation, Business Process, Risk Management, Workflow Management, Systems Architecture, Business Analysis, Solution Design, Enterprise Resource Planning, Information Technology, Process Flow Diagrams, Prototyping, Computer Science, Agile Methodology, Product Lifecycle Management, Business Communication
中级 · 课程 · 1-4 周

您将获得的技能: Credit Risk, Financial Statement Analysis, Risk Modeling, Working Capital, Financial Analysis, Financial Modeling, Portfolio Risk, Lending and Underwriting, Financial Data, Risk Management, Risk Analysis, Bank Regulations, Analysis, Cash Flows, Income Statement, Balance Sheet, Regulatory Compliance, Corporate Finance, Business Metrics, Financial Statements
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 概率与统计, 数据科学, 数据建模, 统计方法, 数据伦理, 统计分析, 预测建模, 模型评估, 统计建模, R 语言程序设计(中文版), 功能工程, 统计推理, 数学建模, 回归分析
攻读学位
中级 · 课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 工程计算, 物理学, 应用数学, 能源与公用事业, 材料科学, 电气工程, 微分方程, 工程分析, 可视化(计算机制图), 微积分, 电磁学, 数学建模, 科学可视化
高级设置 · 课程 · 1-3 个月

您将获得的技能: Competitive Analysis, Market Research, Consumer Behaviour, Market Analysis, Target Market, Market Opportunities, User Research, Product Strategy, Customer Insights, Data Analysis, Data Collection, Data-Driven Decision-Making, Business Strategy, Innovation, Critical Thinking
初级 · 课程 · 1-4 周

您将获得的技能: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis
初级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据叙事, 数据管理, 数据科学, 统计分析, 研究设计, 分析技能, 实时数据, 数据分析, 数据可视化, 探索性数据分析, 大数据, 撰写报告, 研究
混合 · 课程 · 1-4 周

您将获得的技能: Project Schedules, Scheduling, Timelines, Project Planning, Project Management Software, Dependency Analysis, Diagram Design
中级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: Hazard Analysis, Chemical Engineering, Incident Management, Failure Analysis, Risk Management Framework, Safety and Security, Engineering Analysis, Engineering Calculations, Estimation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
初级 · 课程 · 1-4 周

您将获得的技能: Network Monitoring, Intrusion Detection and Prevention, Network Troubleshooting, Network Security, Incident Response, Anomaly Detection, Network Analysis, Digital Forensics, Cyber Security Assessment, Network Protocols, Threat Detection, Technical Communication, Distributed Denial-Of-Service (DDoS) Attacks, Computer Security, Cybersecurity, Vulnerability Assessments
中级 · 课程 · 1-3 个月