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: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
中级 · 指导项目 · 不超过 2 小时

MathWorks
您将获得的技能: 数据分析, 数据清理, 脚本, 交互式数据可视化, 数据可视化, 数据导入/导出, 数据可视化软件, 数据操作, 描述性统计, 探索性数据分析, 统计分析, 技术交流, 概率与统计, Matlab, 数据映射
初级 · 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

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

SAP
您将获得的技能: 数据驱动决策, 根源分析, SAP Signavio, 业务流程建模, 差距分析, ChatGPT, 数据可视化, 绩效衡量, SAP 分析云, 工艺设计, 过程分析, 流程改进, 业务流程, 仪表板, 业务流程改进, 流程制图
初级 · 课程 · 1-4 周

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

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

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

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

Microsoft
您将获得的技能: 数据分析, 数据整合, 交互式数据可视化, 生成式人工智能代理, Microsoft Power Automate/Flow, 应用程序开发, Microsoft 动力平台, 数据可视化, 微软 365, 无代码开发, 业务流程自动化, Power BI, 仪表板, Microsoft 365, 业务流程
初级 · 课程 · 1-3 个月