Regression 分析课程可以帮助您学习统计建模、假设检验和数据分析。您可以培养理解变量之间的关系、进行预测和评估模型准确性的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具常用于执行回归分析和数据趋势可视化。
Duke University
您将获得的技能: Data-Driven Decision-Making, Statistical Modeling, Predictive Modeling, Regression Analysis, R Programming, Data Analysis, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Statistical Analysis
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 描述性统计, 概率与统计, 统计分析, 回归分析, 商业分析, 概率分布, 微软Excel, 统计, 统计方法, 电子表格软件, 统计推理, 统计建模, 透视表和图表, 制图, 数据展示, Excel 公式, 数据分析, 统计假设检验, 样本量的确定
初级 · 专项课程 · 3-6 个月

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Advanced Analytics, Statistical Programming, Statistical Software, Statistical Visualization, Data Visualization, Data Manipulation, Correlation Analysis, Predictive Modeling, Descriptive Statistics, Statistical Hypothesis Testing
初级 · 课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 回归分析, 统计分析, 概率与统计, 定量研究, 统计推理, 公共卫生, 统计方法, 统计建模, 数据分析, 生物统计学, 流行病学
初级 · 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

您将获得的技能: 描述性统计, 统计分析, 回归分析, 概率分布, 商业分析, 微软Excel, 电子表格软件, 统计, 概率, 统计方法, 数据分析, 数据可视化, 预测分析, 预测
中级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Feature Engineering, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Supervised Learning, Data Cleansing, Data Transformation
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 统计分析, 描述性统计, 探索性数据分析, 回归分析, 决策树学习, 机器学习, 统计, 数据操作, 数据管理, Data Management, 数据叙事, 预测建模, 相关性分析, 分类与回归树 (CART), 统计建模, 数据可视化, 数据扫盲, 数据展示, 数据分析, 统计假设检验, 统计软件
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
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, Probability & Statistics, Scatter Plots, Microsoft Excel, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月
Rice University
您将获得的技能: 回归分析, 统计分析, 估算, 微软Excel, 商业分析, 数据转换, 统计推理, 统计建模, 数据分析, 统计假设检验
混合 · 课程 · 1-4 周