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。
Rice University
您将获得的技能: 数据分析, 回归分析, 统计建模, 模型评估, 统计分析, 统计推理, Microsoft Excel, 统计方法, 统计假设检验, 商业分析, 估算, Model Evaluation
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 回归分析, 统计建模, 模型评估, 数学建模, 预测建模, 数据建模, 统计分析, 数据科学, 统计推理, 功能工程, R 程序设计, 统计方法, 数据伦理, 概率与统计, Model Evaluation
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Financial Forecasting, Model Evaluation, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, R (Software), Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周
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, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周

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: 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
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Data Storage Technologies, Statistics, Data Storage, Database Software, Statistical Hypothesis Testing, Data Manipulation
中级 · 课程 · 1-4 周
Emory University
您将获得的技能: 消费者行为, 回归分析, 模型评估, 营销效果, 客户需求规划, 营销分析, Microsoft Excel, 市场营销, 客户分析, 时间序列分析和预测, 预测, 留住客户, 客户获取管理, Model Evaluation
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 逻辑回归, 预测建模, 统计建模, 应用机器学习, 模型评估, 回归分析, 分类算法, 监督学习, 统计分析, 功能工程, 数据预处理, 机器学习, 机器学习算法, Scikit Learn(机器学习库), Model Evaluation
中级 · 课程 · 1-3 个月

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
混合 · 课程 · 1-4 周