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。

University of Colorado Boulder
您将获得的技能: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Data Modeling, Conceptual Design
攻读学位
中级 · 课程 · 1-3 个月
您将获得的技能: Credit Risk, Loans, Environmental Social And Corporate Governance (ESG), Bank Regulations, Risk Management, Derivatives, Financial Analysis, Risk Analysis, Financial Statement Analysis, Investment Management, Financial Market, Portfolio Management, Financial Modeling, Compliance Management, Business Valuation, Economics, Business Modeling, Structural Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Competitive Analysis, Business Strategy, Market Analysis, Case Studies, Corporate Strategy, Market Dynamics, Market Opportunities, Strategic Planning, New Business Development, Supplier Management, Company, Product, and Service Knowledge, Consumer Behaviour, Entrepreneurship, Leadership
中级 · 指导项目 · 不超过 2 小时
您将获得的技能: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Generative AI, Project Risk Management, Risk Management, Operational Risk, Data-Driven Decision-Making, Business Risk Management, Data Integration, Decision Support Systems, AI Security, Anomaly Detection, Threat Detection, Automation
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月
您将获得的技能: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Automation, Legal Strategy, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Apache Spark, Scala Programming, Apache Hadoop, Apache Maven, Real Time Data, Data Processing, Scalability, Data Structures, Object Oriented Programming (OOP), Systems Integration
混合 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Manipulation, Data Analysis, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

Tableau Learning Partner
您将获得的技能: 探索性数据分析, 数据管理, Tableau 软件, 数据扫盲, 空间数据分析, 仪表板, 需求征询, 业务指标, 交互式数据可视化, Data Governance, 数据预处理, 数据分析, 数据仓库, 数据叙事, 数据可视化, 商业分析, 摘录, 数据伦理, 数据可视化软件, 数据展示
初级 · 专业证书 · 3-6 个月

Vanderbilt University
您将获得的技能: 数据处理, 散点图, 数字信号处理, 分类算法, 回归分析, 预测建模, 数据分析, 应用机器学习, 柱状图, 数据可视化软件, Matlab, 图像分析
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 用户界面 (UI) 设计, 交互式数据可视化, 仪表板, 数据整理, 数据整合, Ggplot2, R 语言程序设计(中文版), 数据导入/导出, 闪亮(R 套件), 数据可视化软件, 数据可视化, 数据操作
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时