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: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Financial Forecasting, Statistical Methods, Model Training, Data Validation, Verification And Validation, Plot (Graphics), Performance Metric
您将获得的技能: Logistic Regression, Model Evaluation, SPSS (Software), Predictive Analytics, Applied Machine Learning
您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Macquarie University
您将获得的技能: 数据可视化, 统计建模, Model Evaluation, 统计方法, 相关性分析, 统计分析, 预测建模, 预测, 回归分析, 模型评估, 数据可视化软件, Microsoft Excel, 时间序列分析和预测
您将获得的技能: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Statistical Methods, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI
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
您将获得的技能: Stata, STATA (Software), Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Statistical Programming, Statistical Software, Statistical Visualization, Data Visualization, Data Manipulation, Logistic Regression, Simulations, Correlation Analysis, Descriptive Statistics, Data Transformation, Graphing, Model Evaluation, Sample Size Determination
您将获得的技能: Model Training, Model Optimization, Model Evaluation, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Feature Engineering, Workflow Management, Verification And Validation, Machine Learning, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Benchmarking, Random Forest Algorithm, Performance Analysis, Cost Management, Resource Utilization
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis
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
University of Washington
您将获得的技能: 模型培训, 数据预处理, 统计建模, 机器学习, Model Evaluation, 模型优化, 统计机器学习, 机器学习算法, 功能工程, 预测建模, 机器学习方法, 回归分析, 模型评估, 应用机器学习, 监督学习, 统计方法
IBM
您将获得的技能: 模型培训, 数据预处理, 统计建模, 机器学习, Model Evaluation, 模型优化, 模型评估, 功能工程, 监督学习, 机器学习算法, 应用机器学习, 机器学习方法, 统计分析, 预测建模, 分类算法, 回归分析, 统计方法, 统计机器学习, 数据展示
总之，以下是 10 最受欢迎的 regression models 课程
- Predict and Validate Regression Models in R: Coursera
- SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
- Statistical Inference & Predictive Modeling Foundations: Coursera
- 用于业务预测的 Excel 回归模型: Macquarie University
- Analyze Advanced Data Using Minitab Regression Models: EDUCBA
- Regression Analysis: Simplify Complex Data Relationships: Google
- The STATA OMNIBUS: Regression and Modelling with STATA: Packt
- Building, Optimizing, and Validating Machine Learning Models: Coursera
- Data Modeling and Prediction with R: Duke University
- Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
