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：新您将获得的技能: Data Visualization, Data Structures
状态：免费试用University of Washington
您将获得的技能: 机器学习算法, 文本挖掘, 贝叶斯统计, 可扩展性, 非结构化数据, 统计建模, 应用机器学习, 概率分布, 算法, 分布式计算, 数据结构, 统计机器学习, 无监督学习, Algorithm, 统计推理, 数据挖掘, 机器学习
状态：免费试用SkillUp
您将获得的技能: 统计假设检验, 风险分析, 统计分析, 流程改进, 样本量的确定, 数据收集, 质量改进, 改善方法, 业务流程, 六西格玛方法, 过程分析, 精益方法, 风险管理, 加工能力, 统计过程控制, 统计方法
状态：新状态：免费试用您将获得的技能: Looker (Software), Customer Retention, Web Analytics, Customer Analysis, Customer Insights, Marketing Analytics, Trend Analysis, Data Analysis, Product Management, Performance Metric, Analysis, Time Series Analysis and Forecasting, Strategic Marketing, Marketing Channel, Forecasting
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
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
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：免费试用您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
状态：新状态：免费试用您将获得的技能: Advanced Analytics, Supply Chain Management, Business Analytics
您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
状态：预览Johns Hopkins University
您将获得的技能: 健康评估, 流行病学, 说服沟通, 公共卫生, 数据收集, 环境监测, 调查, 社区卫生, 生物统计学, 健康的社会决定因素, 社区外联
总之，以下是 10 最受欢迎的 cluster analysis 课程
- Python for Data Analysis: Step-By-Step with Projects: Packt
- 机器学习：聚类与检索: University of Washington
- 高级统计分析和工具: SkillUp
- Analyze and Optimize User Retention: Coursera
- Advanced Data Analysis and Collaboration in Qlik Sense : Coursera
- Machine Learning and Data Analytics Part 1: Northeastern University
- Data Analysis Using Pyspark: Coursera
- Data Collection and Root Cause Analysis: SkillUp
- Advanced ML Algorithms & Unsupervised Learning: Packt
- Analyze Supply Chain Demand Trends Using Heatmaps & Clusters: EDUCBA
