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 Illinois Urbana-Champaign
您将获得的技能: 散点图, 数据可视化软件, 数据叙事, 交互式数据可视化, 非结构化数据, 异常检测, 绘图(图形), 自然语言处理, Tableau 软件, 分析, 文本挖掘, 制图, 大数据, 无监督学习, 仪表板, 统计分析, 数据可视化, 数据映射, 数据挖掘, 数据展示
中级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 描述性统计, 预测建模, 数据操作, 数据叙事, 统计假设检验, 数据分析, 机器学习, 数据管理, Data Management, 数据扫盲, 回归分析, 探索性数据分析, 相关性分析, 决策树学习, 分类与回归树 (CART), 统计建模, 统计分析, 统计, 数据可视化, 数据展示, 统计软件
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 图论, Apache Hadoop, 探索性数据分析, 数据建模, 数据管理, Data Management, NoSQL, Apache Spark, 大数据, 回归分析, 数据处理, 数据库管理系统, 数据整合, 应用机器学习, 数据挖掘, 数据管道, 可扩展性, 数据展示, 数据库设计, MongoDB, 统计分析
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Wrangling, Package and Software Management, Data Analysis, Data Transformation, Unstructured Data, JSON, Object Oriented Programming (OOP), Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistical Hypothesis Testing, Statistics, Social Sciences
初级 · 专项课程 · 3-6 个月

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Integration, Data Wrangling, Time Series Analysis and Forecasting, Data Transformation, Python Programming, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

您将获得的技能: 数据分析, 描述性统计, 商业分析, 电子表格软件, 统计方法, 预测, 回归分析, 概率分布, 概率, 统计分析, 微软Excel, 预测分析, 数据可视化, 统计
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Probability & Statistics, Scatter Plots, Microsoft Excel, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis
初级 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: 工艺优化, 业务流程建模, 数据科学, 流程改进, 业务流程管理, 验证和确认, 数据处理, 数据挖掘, 业务过程, 实时数据, 过程分析, Data Validation
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月