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。

您将获得的技能: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
混合 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Model Evaluation, 概率与统计, 逻辑回归, 模型评估, 数据预处理, R 程序设计, 统计分析, 回归分析, 统计建模, 公共卫生, 预测建模, 统计资料, 描述性统计, 探索性数据分析
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy
混合 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
混合 · 课程 · 1-4 周
University of Michigan
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据分析, 数据建模, 监督学习, 商业分析, 数据可视化, 逻辑回归, 人工神经网络, 数据清理, 分类算法, 决策树学习, 预测分析, 预测建模, 统计建模, Microsoft Excel, 回归分析, 数据展示, 探索性数据分析
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Model Evaluation, 机器学习, 决策树学习, 监督学习, 逻辑回归, 模型评估, 数据清理, 数据预处理, 分类算法, 回归分析, 应用机器学习, 功能工程, 预测建模, Matlab
初级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
混合 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Model Evaluation, 数据分析, 数据导入/导出, 概率与统计, 模型评估, R(软件), 生物统计学, R 程序设计, 回归分析, 统计建模, 统计分析, 相关性分析, 描述性统计, 探索性数据分析
中级 · 课程 · 1-4 周