线性回归课程
Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具，这些工具支持实施回归模型和有效分析数据集。
热门线性回归课程和认证
状态：免费试用Imperial College London
您将获得的技能: Python 编程, 机器学习算法, 人工神经网络, 微积分, 回归分析, 线性代数, 衍生产品, 高等数学, 数学建模
状态：免费试用Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
状态：免费试用University of Colorado Boulder
您将获得的技能: 模型评估, 概率分布, 数据分析, 统计方法, 数据伦理, 微积分, 统计建模, 机器学习, 回归分析, 线性代数, 统计推理, 逻辑回归, R 程序设计, Model Evaluation, 预测建模, 数学建模
状态：预览您将获得的技能: Model Evaluation, Logistic Regression, SAS (Software), Predictive Modeling, Regression Analysis, Predictive Analytics, Feature Engineering, Analytics, Statistical Methods, Data Transformation, Statistical Modeling, Statistical Analysis, Business Analytics, Estimation, Probability
状态：免费试用您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification Algorithms, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm, Bayesian Statistics
状态：预览您将获得的技能: Logistic Regression, Model Evaluation
状态：新状态：免费试用您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
状态：免费试用IBM
您将获得的技能: 回归分析, 模型评估, Scikit Learn（机器学习库）, 机器学习, 监督学习, 机器学习算法, 功能工程, 统计建模, 应用机器学习, 逻辑回归, 分类算法, Model Evaluation, 统计分析, 预测建模, 数据预处理
状态：免费试用Johns Hopkins University
您将获得的技能: 工程计算, 微积分, 估算, 运筹学, 应用数学, 数值分析, 代数, 衍生产品, 数学建模
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 回归分析, 模型评估, 数据伦理, 统计推理, 统计建模, 统计方法, 数据建模, 数据科学, 功能工程, R 程序设计, Model Evaluation, 统计分析, 预测建模, 数学建模
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
状态：预览Northeastern University
您将获得的技能: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving, Spreadsheet Software
总之，以下是 10 最受欢迎的 linear regression 课程
- 机器学习数学多元微积分: Imperial College London
- Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors: Johns Hopkins University
- 广义线性模型和非参数回归: University of Colorado Boulder
- Logistic Regression Fundamentals: Analyze & Predict: EDUCBA
- Supervised Learning Regression Classification Clustering: Simplilearn
- SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
- Analyze Advanced Data Using Minitab Regression Models: EDUCBA
- 有监督的机器学习：回归: IBM
- 通过数据和建模学习微积分：应用微分: Johns Hopkins University
- 用 R 进行现代回归分析: University of Colorado Boulder
