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。

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
中级 · 课程 · 1-3 个月

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

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

O.P. Jindal Global University
您将获得的技能: Data Mining, Predictive Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Machine Learning Methods, Statistical Machine Learning, Market Analysis, Unsupervised Learning, Model Evaluation
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混合 · 课程 · 3-6 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
Rice University
您将获得的技能: 数据分析, 回归分析, 统计建模, 模型评估, 统计分析, 统计推理, Microsoft Excel, 统计方法, 统计假设检验, 商业分析, 估算, Model Evaluation
混合 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 散点图, 数据分析, 逻辑回归, 统计建模, 预测建模, 数据操作, 模型评估, 回归分析, 相关性分析, 分析, 统计分析, Python 编程, 统计方法, SAS(软件), Model Evaluation
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 数据分析, 回归分析, 统计建模, 描述性统计, 模型评估, 生物统计学, 数据导入/导出, 探索性数据分析, 统计分析, 相关性分析, R 程序设计, R(软件), 概率与统计, Model Evaluation
中级 · 课程 · 1-4 周