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: 回归分析, 统计建模, 逻辑回归, Model Evaluation, 统计推理, 数据分析, 概率与统计, 统计分析
状态：免费试用您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Analytics, Correlation Analysis, Predictive Modeling, Supervised Learning, Analysis, Statistical Modeling, Exploratory Data Analysis, Machine Learning, Model Evaluation, Variance Analysis, Python Programming
状态：免费试用DeepLearning.AI
您将获得的技能: Python 程序设计, 回归分析, 预测建模, 逻辑回归, Scikit-learn （机器学习库）, 数据预处理, 无监督学习, 人工智能, 监督学习, Model Evaluation, 分类算法, 机器学习, Jupyter, NumPy, 功能工程
状态：免费试用Duke University
您将获得的技能: 统计, 统计建模, 回归分析, 预测建模, 探索性数据分析, Model Evaluation, 数学建模, R 语言程序设计（中文版）, 数据分析软件, R（软件）, 相关性分析, 统计推理, 概率与统计, 统计分析
状态：免费试用多位教师
您将获得的技能: 数据伦理, 预测建模, 无监督学习, 深度学习, Scikit-learn （机器学习库）, 张力流, 人工智能, 数据预处理, Transfer Learning, 强化学习, Model Evaluation, 分类算法, Jupyter, 应用机器学习, NumPy, 监督学习, 功能工程, 随机森林算法, 机器学习, 决策树学习
状态：新状态：免费试用Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
是什么让您今天来到 Coursera？
状态：免费试用Meta
您将获得的技能: 回归分析, 贝叶斯统计, 统计, 数据建模, 电子表格软件, 统计建模, 营销分析, 描述性统计, 统计方法, 抽样（统计）, Tableau 软件, 统计假设检验, 数据分析, 分析, 时间序列分析和预测, 统计分析, 统计推理, 概率与统计
状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：免费试用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
状态：免费试用Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
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, 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
- 监督式机器学习：回归与分类: DeepLearning.AI
- 线性回归与建模: Duke University
- 机器学习: DeepLearning.AI
- Probability, Statistical Inference and Regression Analysis: Arizona State University
- 统计基础: Meta
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Linear Regression: Illinois Tech
- Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
