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。

Wesleyan University
您将获得的技能: 统计分析, 机器学习, Model Evaluation, 数据分析, Python 编程, 功能工程, 应用机器学习, 数据挖掘, 分类与回归树 (CART), 随机森林算法, 机器学习算法, 探索性数据分析, 无监督学习, 回归分析, 决策树学习, 预测分析, 模型评估
混合 · 课程 · 1-4 周

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

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

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

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
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中级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Predictive Modeling, R Programming, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, 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 Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

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: 统计分析, 数据分析, 统计软件, 统计推理, SAS(软件), 统计方法, 数据管理, 分析技能, 回归分析, 相关性分析, Data Management, 概率与统计, 定量研究, 统计假设检验
混合 · 课程 · 1-4 周

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