Regression 课程
回归课程可以帮助您学习统计建模、数据分析技术以及如何解释变量之间的关系。您可以掌握线性回归、Logistic Regression、理解残差以及评估模型性能的技能。许多课程都会介绍 R、Prediction 和 Excel 等工具，这些工具支持进行分析和数据 Visualization，让您可以将这些技能应用到实际工作中，如根据数据预测结果和做出明智的决策。
热门 Regression 课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: 逻辑回归, 统计分析, 概率与统计, 数据分析, 回归分析, 统计方法, 数据科学, 统计推理, 模型评估, 概率分布, 统计建模, Model Evaluation, 预测建模, 统计假设检验
状态：免费试用您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Supervised Learning, Predictive Analytics, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Python Programming
状态：免费试用Duke University
您将获得的技能: 统计方法, R 程序设计, 数学建模, 概率与统计, 回归分析, 统计分析, 数据分析, 统计推理, 相关性分析, 统计资料, R（软件）, 模型评估, 统计软件, 统计编程, Model Evaluation, 统计建模, 统计假设检验, 预测建模
状态：免费试用DeepLearning.AI
您将获得的技能: 逻辑回归, 算法, 机器学习算法, Python 编程, 人工智能, 回归分析, 机器学习, 数据预处理, 分类算法, Scikit Learn（机器学习库）, 模型优化, Algorithm, 监督学习, Jupyter, 功能工程, 应用机器学习, 模型评估, NumPy, Model Evaluation, 模型培训, 预测建模
状态：免费试用多位教师
您将获得的技能: 负责任的人工智能, 机器学习算法, 机器学习方法, 人工智能, 分类算法, Scikit Learn（机器学习库）, 机器学习, 无监督学习, 深度学习, 监督学习, Jupyter, 应用机器学习, 模型评估, Model Evaluation, NumPy, Transfer Learning, 张力流, 决策树学习, 数据伦理, 模型培训, 迁移学习, 预测建模
状态：免费试用Meta
您将获得的技能: 分析, 统计方法, 电子表格软件, 回归分析, 数据建模, Tableau 软件, 营销分析, 统计分析, 统计推理, 概率与统计, 数据分析, 统计资料, 时间序列分析和预测, 描述性分析, 描述性统计, 统计建模, 抽样（统计）, 统计软件, 统计假设检验, 贝叶斯统计
是什么让您今天来到 Coursera？
状态：免费试用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
状态：免费试用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
状态：免费试用Corporate Finance Institute
您将获得的技能: Regression Analysis, Correlation Analysis, Advanced Analytics, Statistical Methods, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Statistical Programming, Data Analysis Software, Model Evaluation
状态：免费试用University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Statistical Analysis, Model Training, Data Analysis, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Statistical Methods, Model Optimization
状态：免费试用University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics
您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis
总之，以下是 10 最受欢迎的 regression 课程
- 回归模型: Johns Hopkins University
- Regression Analysis: Simplify Complex Data Relationships: Google
- 线性回归与建模: Duke University
- 有监督的机器学习：回归与分类: DeepLearning.AI
- 机器学习: DeepLearning.AI
- 统计基础: Meta
- Linear Regression: Illinois Tech
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
- Regression Analysis: University of Colorado Boulder
