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University of California San Diego
您将获得的技能: Algorithm, 计算机科学, 网络分析, 研究, 数据结构, 图论, 社交网络分析, 算法, 技术交流, 分析
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 分类算法, Algorithm, 空间分析, 大数据, 图像分析, 信息隐私, 数据挖掘, 高级分析, 文本挖掘, 探索性数据分析, 非结构化数据, 算法, 异常检测
状态：预览Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
状态：预览Johns Hopkins University
您将获得的技能: 数据收集, 公共卫生, 社区外联, 健康的社会决定因素, 调查, 社区卫生, 生物统计学, 说服沟通, 流行病学, 环境监测, 健康评估
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
状态：免费试用Duke University
您将获得的技能: 商业分析, Model Evaluation, 分类算法, 数据分析, 商业风险管理, 逻辑回归, 预测建模, 模型评估, Microsoft Excel
状态：免费试用Macquarie University
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Inference, Spreadsheet Software, Data-Driven Decision-Making, Box Plots, Probability Distribution, Histogram, Data Visualization Software, Variance Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming
状态：免费试用University of California San Diego
您将获得的技能: Algorithm, 大数据, 分析, 网络分析, 数据管理, 数据库设计, 无监督学习, 计算平台, 分布式计算, 算法, Data Management, 可扩展性, 图论, 查询语言
状态：免费试用University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
状态：新状态：免费试用您将获得的技能: 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
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization Software, Dashboard, Data Analysis, Advanced Analytics, Interactive Data Visualization, Data Manipulation, Collaborative Software, Data Transformation, Data Sharing
总之，以下是 10 最受欢迎的 cluster analysis 课程
- 毕业设计分析（社交）网络数据: University of California San Diego
- 数据挖掘中的模式发现: University of Illinois Urbana-Champaign
- Machine Learning and Data Analytics Part 1: Northeastern University
- 疾病群: Johns Hopkins University
- Clustering and Classification with Machine Learning in R: Packt
- 掌握 Excel 中的数据分析: Duke University
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- Network Analysis for Marketing Analytics: University of Colorado Boulder
- 大数据图表分析: University of California San Diego
- Statistics and Clustering in Python: University of London
