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。

Microsoft
您将获得的技能: 差距分析, 需求分析, 业务流程建模, 需求评估, 业务要求, 功能规范, 项目文件, 图表设计, 业务分析, 需求征询, 用户需求文件, 用户故事, 过程分析
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 基准, 风险分析, 投资管理, 绩效衡量, 财务分析, 金融市场, 投资组合管理, 统计分析, 投资, 性能分析, 投资回报
混合 · 课程 · 1-4 周

SAP
您将获得的技能: ChatGPT, 绩效衡量, 差距分析, 根源分析, 数据可视化, 业务流程改进, 业务流程, 仪表板, 业务流程建模, 流程改进, 数据驱动决策, 工艺设计, 流程制图, SAP 分析云, SAP Signavio, 过程分析
初级 · 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

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Data Presentation, Matplotlib, Data Visualization, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月

L&T EduTech
您将获得的技能: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Building Information Modeling, Data Manipulation, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Unsupervised Learning, Software Installation, Supervised Learning, UI Components
高级设置 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Analytics, Correlation Analysis, Predictive Modeling, Supervised Learning, Analysis, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Classification Algorithms, Python Programming
高级设置 · 课程 · 1-3 个月

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

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

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

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: Model Evaluation, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, Predictive Modeling, Real Time Data, Financial Statement Analysis, Continuous Monitoring, Applied Machine Learning, MLOps (Machine Learning Operations), Data Pipelines, Artificial Neural Networks, Automation
中级 · 课程 · 1-4 周