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。

Queen Mary University of London
您将获得的技能: 概率与统计, 统计分析, 探索性数据分析, 数据预处理, 定量研究, 市场研究, 回归分析, 数据清理, 分析, 营销分析, 相关性分析, 数字营销, 投资回报, 数据分析, 统计方法
初级 · 课程 · 1-4 周

您将获得的技能: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Probability & Statistics, Microsoft Excel, Statistical Analysis, Data Visualization Software, Predictive Modeling, Data Analysis, Statistics, Analytical Skills
初级 · 专项课程 · 1-3 个月

S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistical Methods, Statistics, Predictive Modeling, Generative AI, Forecasting, Descriptive Statistics
初级 · 课程 · 1-3 个月

Wesleyan University
您将获得的技能: 统计假设检验, 数据操作, 统计软件, 数据可视化, Data Management, 描述性统计, 数据故事, 探索性数据分析, 统计分析, Model Evaluation, 回归分析, 相关性分析, 统计资料, 分类与回归树 (CART), 模型评估, 决策树学习, 数据分析, 数据管理, 逻辑回归, 机器学习, 统计方法, 数据展示
初级 · 专项课程 · 3-6 个月

您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月
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
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 社交网络分析, 图论, 分析, 研究, 技术交流, 数据结构, 网络分析, 算法, 计算机科学, Algorithm
混合 · 课程 · 1-3 个月

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
初级 · 课程 · 1-3 个月

您将获得的技能: Data Mining, Data Cleansing, Transaction Processing, Predictive Analytics, Customer Analysis, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Wrangling, Data Transformation, Data Manipulation, Interactive Data Visualization, Statistical Visualization, Consumer Behaviour, Performance Tuning, Cross Selling
初级 · 课程 · 1-4 周

您将获得的技能: Customer Retention, Customer Analysis, Marketing Analytics, Customer Insights, Sample Size Determination, Analytics, User Research, Product Management, Trend Analysis, Statistical Inference, Data-Driven Decision-Making, Business Intelligence, Unsupervised Learning, Analysis, Statistical Analysis, Performance Measurement, Scikit Learn (Machine Learning Library), Strategic Decision-Making, Algorithms
中级 · 课程 · 1-3 个月