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：新状态：预览您将获得的技能: Unsupervised Learning, Microsoft Excel, Excel Formulas, Scatter Plots, Data Visualization, Data Analysis, Data Manipulation, Feature Engineering, Data Validation
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Exploratory Data Analysis, Classification And Regression Tree (CART), Feature Engineering, Random Forest Algorithm, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据分析, 贝叶斯统计, 机器学习算法, 异常检测, 人工神经网络, 机器学习, 监督学习, Algorithm, 大数据, 探索性数据分析, 数据科学, 统计分析, 分类与回归树 (CART), 无监督学习, 分析, 数据挖掘, 可扩展性
状态：新状态：免费试用您将获得的技能: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Mining, Data Transformation, Unstructured Data, Predictive Modeling, Simulation and Simulation Software, Data Manipulation, Marketing Analytics, Image Analysis, Risk Analysis
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
状态：免费试用Duke University
您将获得的技能: 商业分析, 预测建模, 数据分析, 商业风险管理, 数据驱动的决策制定, 预测分析, 微软Excel
状态：免费试用LearnQuest
您将获得的技能: 数据可视化软件, 定量研究, 数据分析, 数据清理, 电子表格软件, 探索性数据分析, 分析, SQL, R（软件）, Query 语言, 描述性分析, 数据收集, 数据处理, 统计, 预测分析, 统计分析, 数据可视化, 数据挖掘
状态：新状态：预览Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing
状态：免费试用University of California San Diego
您将获得的技能: 图论, 数据管理, Algorithm, 大数据, 分析, Data Management, Query 语言, 分布式计算, 无监督学习, 网络分析, 可扩展性, 数据库设计, 计算平台
状态：免费试用University of California, Irvine
您将获得的技能: 商业智能, 数据战略, 商业分析, 数据分析, 小数据, 分析, 描述性分析, 数据处理, 数据伦理, 数据科学, 大数据, 分析技能, 预测分析, 数据挖掘
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：免费试用您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Statistical Analysis, Trend Analysis, Data Cleansing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
总之，以下是 10 最受欢迎的 cluster analysis 课程
- Excel: Apply & Evaluate Unsupervised Clustering: EDUCBA
- Clustering and Classification with Machine Learning in R: Packt
- 数据挖掘方法: University of Colorado Boulder
- PySpark: Apply & Analyze Advanced Data Processing: EDUCBA
- Data Analysis: S.P. Jain Institute of Management and Research
- 掌握 Excel 中的数据分析: Duke University
- 数据分析基础: LearnQuest
- Machine Learning and Data Analytics Part 2: Northeastern University
- 大数据图表分析: University of California San Diego
- 分析思维、数据科学和数据挖掘入门: University of California, Irvine
