Regression 模型课程
Regression Model 课程可以帮助您学习统计分析、假设检验和数据可视化技术。您可以掌握解释系数、评估模型拟合度和执行变量选择的技能。许多课程都会介绍 R、Python 和 Excel 等工具，这些工具支持实施回归技术和分析数据集。
热门 Regression 模型课程与认证
Johns Hopkins University
您将获得的技能: 统计方法, 统计假设检验, 统计建模, 逻辑回归, 概率分布, Model Evaluation, 统计分析, 数据分析, 数据科学, 概率与统计, 预测建模, 回归分析, 统计推理, 模型评估
Johns Hopkins University
您将获得的技能: 统计方法, 相关性分析, 统计建模, 逻辑回归, 统计分析, Model Evaluation, 概率, 统计推理, 模型评估, 回归分析, 预测建模, 概率与统计
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Model Training, Business Reporting, Responsible AI, Performance Reporting, Business Ethics, Business Communication
Duke University
您将获得的技能: 统计编程, R（软件）, 统计方法, 相关性分析, 统计假设检验, 统计建模, 统计资料, 统计分析, Model Evaluation, 数据分析, R 程序设计, 统计软件, 预测建模, 模型评估, 统计推理, 数学建模, 回归分析, 概率与统计
Howard University
您将获得的技能: Regression Analysis, Predictive Modeling, Mathematical Modeling, Predictive Analytics, Statistical Modeling, Statistical Methods, Applied Mathematics, Linear Algebra, Small Data, Model Evaluation, Statistical Programming
University of Minnesota
您将获得的技能: 透视表和图表, 统计方法, 电子表格软件, 数据转换, 功能工程, 模型优化, Microsoft Excel, 统计建模, Model Evaluation, 模型培训, 数据清理, 数据操作, 数据预处理, Excel 公式, 回归分析, 预测分析, 模型评估, 时间序列分析和预测, 预测, 预测建模
是什么让您今天来到 Coursera？
Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Methods, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Data Science, Correlation Analysis, Data Analysis, Probability & Statistics, Linear Algebra
Wesleyan University
您将获得的技能: 统计编程, Python 编程, 统计方法, SAS（软件）, 统计建模, 逻辑回归, Model Evaluation, 数据分析, 统计分析, 预测建模, 回归分析, 模型评估
University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Plot (Graphics), Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
University of Colorado Boulder
您将获得的技能: 统计编程, 数据伦理, R（软件）, 线性代数, 统计方法, 统计建模, 概率分布, 逻辑回归, 统计分析, Model Evaluation, 数据分析, R 程序设计, 微积分, 数据科学, 模型评估, 统计软件, 机器学习, 统计推理, 预测建模, 回归分析, 概率与统计
您将获得的技能: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning
您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Financial Forecasting, Statistical Methods, Model Training, Data Validation, Verification And Validation, Plot (Graphics), Performance Metric
总之，以下是 10 最受欢迎的 regression models 课程
- 回归模型: Johns Hopkins University
- 用回归模型量化关系: Johns Hopkins University
- Predictive Models for Financial Risk: Coursera
- 线性回归与建模: Duke University
- Building Regression Models with Linear Algebra: Howard University
- 预测建模简介: University of Minnesota
- Linear Regression: Illinois Tech
- 回归建模实践: Wesleyan University
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- 广义线性模型和非参数回归: University of Colorado Boulder
