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。

您将获得的技能: Surveys, Survey Creation, Qualitative Research, Data Quality, Sample Size Determination, Data Governance, Sampling (Statistics), Market Research, Marketing Analytics, Interviewing Skills, Customer Analysis, Customer Insights, Quantitative Research, Data Maintenance, Research Design, Automation, Data Collection, Consumer Behaviour, Research Methodologies, General Data Protection Regulation (GDPR)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 人力资源, 商业分析, 数据驱动决策, 人力资源战略, 运行效率, 运筹学, 财务分析, 财务会计, 人员分析, 财务报表分析, 营销分析, 人力资本, 分析, 客户洞察, 描述性分析, 客户分析, 运行分析, 财务数据, 同行评审, 预测分析
初级 · 专项课程 · 3-6 个月

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistics, Social Sciences
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 自然语言处理, 大数据, Tableau 软件, 数据可视化软件, 制图, 矢量数据库, 交互式数据可视化, 数据故事, 仪表板, 非结构化数据, 绘图(图形), 文本挖掘, 无监督学习, 数据展示, 数据映射, 数据挖掘, 数据可视化, 统计分析, 预测分析, 散点图
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Machine Learning, Feature Engineering, Data Mining, Model Evaluation, Machine Learning Algorithms, Exploratory Data Analysis, Data Analysis, Anomaly Detection, Algorithms
中级 · 课程 · 1-3 个月

Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
初级 · 课程 · 1-3 个月

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

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Bayesian Network, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 统计方法, 回归分析, 数据分析, 概率分布, 抽样(统计), 概率与统计, 贝叶斯统计, 统计推理, 统计建模, 统计报告, R 程序设计, 统计假设检验, 统计资料, R(软件), 数据可视化, 统计分析, 数据分析软件, 探索性数据分析, 同行评审, 概率
初级 · 专项课程 · 3-6 个月

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
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 生物信息学, 生命科学, 分子生物学, 机器学习, 人类学, 降维, 无监督学习, 数据分析软件, 数据预处理
中级 · 课程 · 1-4 周