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: 统计建模, 应用数学, 回归分析, 概率与统计, 统计分析, R 语言程序设计(中文版), 数学建模, 线性代数, 积分微积分, 概率分布
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计建模, 统计分析, 回归分析, 数据科学, 监督学习, 统计方法, 机器学习算法, R 语言程序设计(中文版), 统计推理, 分类与回归树 (CART), 机器学习, 无监督学习, 预测建模
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中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 概率与统计, 抽样(统计), 贝叶斯网络, 统计方法, 机器学习算法, 计算思维, 统计推理, 应用机器学习, 马尔可夫模型, Algorithm, 图论
高级设置 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 统计建模, 数据操作, 回归分析, 监督学习, 统计方法, Python 程序设计, 机器学习, Algorithm, 功能工程, 预测分析, 应用机器学习, 预测建模, 性能测试
混合 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Analysis, Probability & Statistics, Linear Algebra, Data Manipulation
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中级 · 课程 · 1-4 周

您将获得的技能: Data Presentation, Regression Analysis, Predictive Modeling, Financial Forecasting, Statistical Modeling, Forecasting, Financial Modeling, SPSS, Predictive Analytics, Risk Modeling, Statistical Analysis, Analytics, Scatter Plots, Credit Risk, Microsoft Excel
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Algorithms, Machine Learning, Computer Vision, Network Architecture, Performance Tuning
中级 · 课程 · 1-3 个月

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

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Advanced Analytics, Statistical Programming, Statistical Software, Statistical Visualization, Data Visualization, Data Manipulation, Correlation Analysis, Predictive Modeling, Descriptive Statistics, Statistical Hypothesis Testing
初级 · 课程 · 3-6 个月

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Artificial Neural Networks, Forecasting, Data Mining, Supervised Learning, Exploratory Data Analysis, Probability & Statistics
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计建模, 统计方法, 统计分析, 回归分析, 概率与统计, 数学建模, 数据科学, 数据建模, 统计假设检验, 数据伦理, R 语言程序设计(中文版), 线性代数, 预测建模, 统计推理
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中级 · 课程 · 1-3 个月

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