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。

Johns Hopkins University
您将获得的技能: 数据科学, 概率分布, 回归分析, 统计建模, 概率与统计, 应用数学, 统计推理, 线性代数, R 程序设计, 数学建模, 统计分析
高级设置 · 课程 · 1-4 周
Emory University
您将获得的技能: Model Evaluation, 时间序列分析和预测, 营销效果, 模型评估, 客户分析, 留住客户, 回归分析, 预测, 市场营销, 营销分析, 客户需求规划, Microsoft Excel, 消费者行为, 客户获取管理
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Data Analysis Software, Data Transformation, Statistical Analysis, Correlation Analysis, Graphing
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据科学, R 程序设计, 统计建模, 应用数学, 统计资料, 普通数学, 线性代数, 衍生产品, 回归分析, 数据建模, 统计分析, 数学建模
高级设置 · 课程 · 1-3 个月
Rice University
您将获得的技能: Model Evaluation, 数据分析, 统计建模, 回归分析, 模型评估, 统计推理, 估算, 商业分析, 统计假设检验, 统计方法, Microsoft Excel, 统计分析
混合 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Machine Learning Methods, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

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
中级 · 课程 · 1-3 个月

您将获得的技能: Data Analysis, Predictive Analytics, Case Studies, Statistical Visualization, Statistical Modeling
初级 · 课程 · 1-4 周