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
您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2
您将获得的技能: Matplotlib, Data Visualization, Seaborn, Logistic Regression, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Machine Learning Algorithms, Python Programming, Supervised Learning, Classification Algorithms, Algorithms
您将获得的技能: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
状态：免费您将获得的技能: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning
您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 统计建模, 回归分析, 模型评估, 预测建模, Rmarkdown, 探索性数据分析, 数据建模, 统计分析, 统计推理, 统计假设检验, 统计方法, 数据预处理, R 程序设计, 抽样（统计）, Tidyverse（R 软件包）, 机器学习, 概率与统计, 分类与回归树 (CART), Model Evaluation
状态：免费试用您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
您将获得的技能: AWS SageMaker, Model Evaluation, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Regression Analysis, Data Analysis
状态：免费试用University of Michigan
您将获得的技能: Jupyter, 数据可视化软件, 统计建模, 逻辑回归, 模型评估, 预测建模, 回归分析, 统计软件, 统计分析, 统计推理, Python 编程, 统计方法, 贝叶斯统计, 统计机器学习, 统计编程, Model Evaluation
状态：预览Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
总之，以下是 10 最受欢迎的 regression models 课程
- Building Statistical Models in R: Linear Regression: Coursera
- Logistic Regression with NumPy and Python: Coursera
- Simple Linear Regression for the Absolute Beginner: Coursera
- Regression Analysis for Statistics & Machine Learning in R: Packt
- Build and deploy a stroke prediction model using R: Coursera
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Predictive Modeling with Logistic Regression using SAS : SAS
- Solving ML Regression Problems with AWS AutoGluon: Coursera
- 用 Python 对数据拟合统计模型: University of Michigan
