定量研究课程可以帮助您学习统计分析、 Research Design、数据分析和假设检验。您可以掌握 Regression Analysis、Sampling 技术和数据可视化方面的技能。许多课程都会介绍 SPSS、R 和 Excel 等工具,这些工具有助于分析数据集和得出有意义的结论。您还将探索进行实验和调查的方法,使您能够在社会科学、市场研究和公共卫生等各个领域应用定量技术。
University of Washington
您将获得的技能: 机器学习, 统计分析, 图论, 无监督学习, 概率与统计, 统计方法, 机器学习算法, 统计机器学习, 大数据, 分类算法, 数据分析, 高级分析, 预测分析, 监督学习, R 语言程序设计(中文版), 统计推理
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Scatter Plots, Microsoft Excel, Excel Formulas, Data Analysis, Bayesian Statistics
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, Predictive Modeling, Generative AI, Rmarkdown, Forecasting, Descriptive Statistics, Power BI, Ggplot2
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 描述性统计, 微软Excel, 统计分析, 决策, 抽样(统计), 概率分布, 商业分析, 数据展示, 数据分析, 统计, 探索性数据分析, 数据驱动的决策制定, 统计推理
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: 抽样(统计), 概率分布, 统计分析, 统计假设检验, 数据转换, 统计方法, 回归分析, 统计建模, 数据分析软件
中级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Preprocessing, Statistics, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
中级 · 课程 · 1-4 周