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: 数据分析, 概率分布, 统计分析, 数据科学, 逻辑回归, 模型评估, 统计推理, 统计方法, 概率与统计, 预测建模, 统计假设检验, 统计建模, 回归分析, Model Evaluation
University of Minnesota
您将获得的技能: 数据转换, 时间序列分析和预测, 数据操作, 功能工程, 预测分析, 透视表和图表, Microsoft Excel, 模型评估, 预测, 数据清理, 电子表格软件, 统计方法, 数据预处理, 预测建模, 统计建模, Excel 公式, 回归分析, 模型优化, Model Evaluation, 模型培训
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
Wesleyan University
您将获得的技能: 数据分析, 统计编程, 统计分析, SAS（软件）, 模型评估, 逻辑回归, Python 编程, 统计方法, 预测建模, 统计建模, 回归分析, Model Evaluation
Johns Hopkins University
您将获得的技能: 统计分析, 模型评估, 逻辑回归, 概率与统计, 统计方法, 相关性分析, 概率, 统计推理, 预测建模, 统计建模, 回归分析, Model Evaluation
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
是什么让您今天来到 Coursera？
Duke University
您将获得的技能: 数据分析, 统计编程, R（软件）, 统计分析, 数学建模, R 程序设计, 统计推理, 模型评估, 概率与统计, 统计方法, 相关性分析, 预测建模, 统计软件, 统计资料, 统计建模, 统计假设检验, 回归分析, Model Evaluation
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, Mathematical Software, 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: 数据分析, 统计编程, 概率分布, 统计分析, 数据科学, R（软件）, 机器学习, R 程序设计, 微积分, 统计推理, 模型评估, 概率与统计, 数据伦理, 统计方法, 逻辑回归, 预测建模, 线性代数, 统计软件, 统计建模, 回归分析, Model Evaluation
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
您将获得的技能: Machine Learning Methods, Predictive Modeling, Model Training, Statistical Machine Learning, Machine Learning Software, Model Optimization, Performance Analysis, Performance Metric, Performance Improvement
University of Pittsburgh
您将获得的技能: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking
总之，以下是 10 最受欢迎的 regression models 课程
- 回归模型: Johns Hopkins University
- 预测建模简介: University of Minnesota
- Statistical Thinking & Predictive Modeling: Coursera
- 回归建模实践: Wesleyan University
- 用回归模型量化关系: Johns Hopkins University
- Building Regression Models with Linear Algebra: Howard University
- 线性回归与建模: Duke 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
- Linear Regression: Illinois Tech
