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 Michigan
您将获得的技能: Python 程序设计, 图论, 社交网络分析, 数据分析, Matplotlib, 数据导入/导出, Pandas（Python 软件包）, Algorithm, 无监督学习, 分析, 预测分析, 网络分析
状态：免费试用您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Statistics, Descriptive Statistics, Pandas (Python Package), Data Science, Python Programming, Programming Principles, Scripting, Computational Logic
状态：免费试用您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
状态：免费试用University at Buffalo
您将获得的技能: 数据清理, 数据可视化软件, 商业分析, 数据分析, 统计过程控制, Tableau 软件, 数据叙事, Matlab, 统计分析, 数据驱动的决策制定, 数据可视化, 业务过程, 关键绩效指标 (KPI), Minitab, 过程分析, 数据质量
状态：新状态：预览您将获得的技能: Unsupervised Learning, Applied Machine Learning, R Programming, Machine Learning, Machine Learning Algorithms, Data Analysis, Data Manipulation, Data Transformation, Probability & Statistics
状态：免费试用University of Pennsylvania
您将获得的技能: Python 程序设计, 数据结构, 散点图, 数据清理, 数据可视化软件, Matplotlib, 数据操作, 数据导入/导出, 数据转换, Pandas（Python 软件包）, 数据分析, 脚本语言, 编程原则, NumPy, 数据科学, 透视表和图表, Jupyter, 数据可视化, 柱状图, Data Validation
状态：新状态：预览您将获得的技能: Customer Analysis, Statistical Visualization, Unsupervised Learning, Customer Insights, Correlation Analysis, Pandas (Python Package), Heat Maps, Data Processing, Seaborn, Histogram, Matplotlib, Exploratory Data Analysis, Data Analysis, Predictive Modeling, Data Visualization Software
状态：免费试用Meta
您将获得的技能: Python 程序设计, 数据清理, 数据分析, 数据可视化软件, 数据操作, Matplotlib, Pandas（Python 软件包）, 脚本语言, 脚本, 数据建模, 探索性数据分析, 编程原则, 数据可视化, Jupyter
状态：预览University of London
您将获得的技能: Python 程序设计, 机器学习算法, 数据操作, Matplotlib, Pandas（Python 软件包）, 描述性统计, 数据分析, NumPy, 概率与统计, 机器学习, 数据科学, 无监督学习, 统计, 数据可视化
状态：新状态：预览您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Business Reporting, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Quantitative Research, Data-Driven Decision-Making, Health Informatics, Business Process Automation
状态：新状态：预览O.P. Jindal Global University
您将获得的技能: Big Data, Apache Spark, Apache Hadoop, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, SQL, Data Processing, Query Languages, Scripting Languages
状态：免费试用您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
总之，以下是 10 最受欢迎的 cluster analysis 课程
- Python 中的应用社交网络分析: University of Michigan
- Data Analysis in Python: Codio
- Analyze Data to Answer Questions: Google
- 数据分析和可视化: University at Buffalo
- R: Apply & Analyze K-Means Clustering for Unsupervised ML: EDUCBA
- 使用 Python 进行数据分析: University of Pennsylvania
- Customer Segmentation with K-Means: Model & Visualize: EDUCBA
- Python 数据分析: Meta
- 数据科学基础：Python 中的 K 均值聚类: University of London
- Beyond basics: Advanced Data Analysis with Python: Coursera
