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。

您将获得的技能: SPSS (Software), Statistical Analysis, Data Manipulation, Data Visualization Software, Data Analysis, End User Training and Support, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Graphing
初级 · 课程 · 1-4 周

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

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

Rutgers the State University of New Jersey
您将获得的技能: 数据分析, 数据故事, 根源分析, 商业智能, 商业分析, 关键绩效指标 (KPI), 性能分析, 战略思考, 企业战略, 市场分析, 业务分析, 基准, 管理咨询, 竞争分析, 风险分析, 财务分析, 竞争情报
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Capital Budgeting, Cash Flows, Probability & Statistics, Finance, Financial Statements, Microsoft Excel, Descriptive Statistics, Financial Accounting, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Ledgers (Accounting), Financial Analysis, Business Valuation, Business Mathematics, Financial Management, Data Analysis
初级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Requirements Management, Project Management, Risk Management, Project Planning, Data Visualization, Agile Project Management, Microsoft Excel, Solution Design, Cost Management, Project Management Office (PMO), Business Analysis, Excel Formulas, Requirements Elicitation, Stakeholder Management, Scope Management, Pivot Tables And Charts, Dashboard, Business Analytics, Data Analysis, Data Validation
初级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Competitive Analysis, Market Research, Competitive Intelligence, Persona Development, Market Analysis, Market Opportunities, Business Research, AI Product Strategy, Consumer Behaviour, Target Market, Customer Insights, Data-Driven Decision-Making, Product Development, Product Strategy, Gap Analysis, Market Trend, Regulatory Requirements, Innovation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Sales Strategy, Sales Process, Anthropic Claude, Sales, Sales Development, Sales Pipelines, Sales Management, Data-Driven Decision-Making, Inside Sales, AI Personalization, Customer Analysis, Customer Insights, Customer experience improvement, Market Analysis, Trend Analysis, Forecasting, Analysis, Market Trend
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, Business Metrics, Financial Statements, Bankruptcies
初级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 数据科学, 数据分析, 统计分析, 统计推理, 数据操作, 数据预处理, 数据访问, 功能工程, 数据清理, 统计假设检验, 探索性数据分析, 应用机器学习, 异常检测, 数据导入/导出, 机器学习, 统计方法, 概率与统计
中级 · 课程 · 1-3 个月

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

University of Illinois at Urbana-Champaign
您将获得的技能: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand
提供的学分
研究生证书 · 6-12 个月