Cluster 分析课程
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。
热门聚类分析课程与认证
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation
状态：新状态：免费试用University of Michigan
您将获得的技能: Social Network Analysis, Data Analysis, Python Programming, Jupyter, Probability Distribution
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 监督学习, 非结构化数据, 统计分析, 概率与统计, 统计方法, 文本挖掘, 自然语言处理, 无监督学习, 机器学习算法, 数据挖掘, 分析
状态：新状态：免费试用University of Michigan
您将获得的技能: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
状态：免费试用University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming
状态：免费试用Illinois Tech
您将获得的技能: Database Design, Relational Databases, Database Application, Database Systems, Database Management, NoSQL, Databases, Machine Learning Algorithms, SQL, Big Data, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Apache Spark
状态：免费试用您将获得的技能: 数据转换, 数据分析, 数据整理, 箱形图, 散点图, 数据操作, 统计分析, 数据收集, IBM Cognos 分析, Looker (软件), 仪表板, 柱状图, Pandas（Python 软件包）, 数据可视化, 探索性数据分析, 网页抓取
状态：免费试用您将获得的技能: 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
状态：免费试用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
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化软件, 技术写作, 数据分析, Algorithm, 数据展示, 非结构化数据, 大数据, 文本挖掘, 分析, 自然语言处理, 探索性数据分析, 数据挖掘, 数据处理
总之，以下是 10 最受欢迎的 cluster analysis 课程
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- Network Modeling and Analysis in Python: University of Michigan
- Data Analysis Using Pyspark: Coursera
- 文本挖掘与分析: University of Illinois Urbana-Champaign
- Data Mining in Python: University of Michigan
- Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
- Statistics and Clustering in Python: University of London
- Data Analytics and Big Data: Illinois Tech
- IBM 数据分析师毕业设计项目: IBM
- Data Collection and Root Cause Analysis: SkillUp
