Linear Regression 课程可以帮助您学习如何分析变量之间的关系、解释系数和评估模型性能。您可以培养数据可视化、假设检验和根据数据趋势进行预测的技能。许多课程介绍了 Python、R 和 Excel 等工具,这些工具支持实施回归模型和有效分析数据集。

University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 预测建模, 机器学习算法, 监督学习, 机器学习, 回归分析, 统计方法, 数据科学, 统计推理, 分类与回归树 (CART), R 语言程序设计(中文版), 无监督学习, 统计分析, 统计建模
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中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 预测建模, 数据分析, 微积分, 机器学习, 统计推理, 回归分析, 统计方法, 概率分布, 数据伦理, 分类与回归树 (CART), 统计建模, R 语言程序设计(中文版), 线性代数
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中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Data Validation, Regression Analysis, Exploratory Data Analysis, Verification And Validation, Plot (Graphics), Mathematical Modeling, Statistical Methods, Statistical Modeling, Data Transformation, Predictive Modeling, Correlation Analysis, Statistical Analysis, R Programming, Statistical Inference, Linear Algebra
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中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 预测建模, 数据分析, 时间序列分析和预测, 机器学习, 监督学习, 预测, 回归分析, 决策树学习, 分类与回归树 (CART), 统计建模, 预测分析, 无监督学习, 统计分析
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据分析, 应用数学, 数值分析, 代数, 统计方法, 数据科学, 线性代数
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Machine Learning, Data Analysis, Random Forest Algorithm
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Exploratory Data Analysis, Project Planning
中级 · 课程 · 1-3 个月

您将获得的技能: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 预测建模, 数据分析, 回归分析, 概率与统计, 统计方法, 统计建模, 公共卫生, 生物统计学, 统计分析, 高级分析
初级 · 课程 · 1-4 周