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: 人力资本, 财务报表分析, 预测分析, 运筹学, 人力资源战略, 描述性分析, 营销分析, 人员分析, 分析, 财务数据, 商业分析, 客户分析, 数据驱动决策, 运行分析, 同行评审, 财务会计, 人力资源, 运行效率, 财务分析, 客户洞察
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, 散点图, 数据可视化软件, 数据可视化, 数据故事, 数据映射, 数据展示, 绘图(图形), Tableau 软件, 交互式数据可视化, 预测分析, 数据挖掘, 统计分析, 无监督学习, 文本挖掘, 矢量数据库, 制图, 仪表板, 大数据, 非结构化数据
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

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: 数据分析, 统计建模, 概率分布, 数据可视化, 回归分析, 统计资料, 探索性数据分析, 统计分析, 统计推理, 统计方法, 概率, R 程序设计, 统计假设检验, 数据分析软件, 贝叶斯统计, 抽样(统计), 统计报告, 同行评审, 概率与统计, R(软件)
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

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Jupyter, Data Wrangling, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Data Processing, Business Analytics, Python Programming, Data Analysis Software
初级 · 专项课程 · 1-3 个月

University of California San Diego
您将获得的技能: 图论, 数据管道, 应用机器学习, 数据库设计, 模型评估, 数据整合, 回归分析, 分类算法, 数据展示, 数据基础设施, 数据挖掘, 探索性数据分析, 数据建模, MongoDB, Data Management, 数据管理, 数据处理, Apache Hadoop, Apache Spark, 数据预处理, 大数据, Model Evaluation
初级 · 专项课程 · 3-6 个月