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。

Georgia Institute of Technology
您将获得的技能: 电力, 电气工程, 验证和确认, 基本电气系统, 工程分析, 电力电子, 数学建模, 工程计算, 电子产品, 电子元件, 绘图(图形)
中级 · 课程 · 1-3 个月

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

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

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

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

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

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: 数据分析, 数据可视化, 统计方法, 统计假设检验, 预测, 概率, Microsoft Excel, 统计分析, 回归分析, 预测建模, 统计资料, 概率分布, 描述性统计
中级 · 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

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

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

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