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 California, Irvine
您将获得的技能: 数据伦理, 数据科学, 数据分析, 小数据, 商业分析, 商业智能, 描述性分析, 数据挖掘, 大数据, 数据扫盲, 分析, 数据战略, 数据处理, 预测分析, 分析技能
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Dashboard, Pivot Tables And Charts, Microsoft Excel, Business Reporting, Excel Formulas, Case Studies, Business Intelligence, Performance Analysis, Business Analytics, Variance Analysis, Trend Analysis, Data Manipulation, Human Resources Information System (HRIS), Budgeting, Data Analysis, Project Documentation, Issue Tracking, Data Presentation, Data Validation
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
初级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 机器学习算法, 算法, Algorithm, 贝叶斯统计, 分布式计算, 可扩展性, 统计推理, 非结构化数据, 统计机器学习, 统计建模, 数据挖掘, 概率分布, 文本挖掘, 机器学习, 应用机器学习, 数据结构, 无监督学习
混合 · 课程 · 1-3 个月

Eindhoven University of Technology
您将获得的技能: 数据科学, 运行分析, Model Evaluation, 验证和确认, 流程改进, 数据挖掘, 模型评估, 数据处理, 性能分析, 数据驱动决策, 业务流程管理, 业务流程, 实时数据, 业务流程建模, 工艺优化, 过程分析
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Decision Tree Learning, Predictive Modeling, Feature Engineering, Data Preprocessing, Machine Learning, Bayesian Statistics, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Analysis, Data Visualization, Machine Learning
混合 · 课程 · 1-3 个月

您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
初级 · 课程 · 1-4 周

您将获得的技能: Analytical Skills, Statistical Methods, Exploratory Data Analysis, Business Analytics, Data Analysis, Statistical Analysis, R Programming, Visualization (Computer Graphics), Predictive Analytics, Statistical Modeling, Data Structures, Time Series Analysis and Forecasting, Regression Analysis, Programming Principles, Decision Tree Learning
初级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Statistical Analysis, Predictive Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Probability & Statistics, Regression Analysis, Time Series Analysis and Forecasting, Case Studies, Decision Tree Learning, Data Structures
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: 逻辑回归, 商业风险管理, 数据分析, 分类算法, Model Evaluation, 商业分析, Microsoft Excel, 模型评估, 预测建模
初级 · 课程 · 1-3 个月