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。

University of Minnesota
您将获得的技能: 应用数学, 商业分析, 数学建模, 决策, 运营管理, 生产规划, 投资管理, 投资组合管理, 金融, 分析, 资源分配, 微软Excel, 员工队伍规划, 劳动力管理, 制造 Operator, 金融建模, 供应链, 运筹学, 工艺优化
初级 · 课程 · 1-4 周

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

您将获得的技能: SAS (Software), Predictive Modeling, Regression Analysis, Analytics, Statistical Methods, Data Transformation, Statistical Analysis, Business Analytics, Logistics, Estimation, Probability
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods, Exploratory Data Analysis
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Machine Learning 方法, 自然语言处理, 监督学习, Data Validation, 统计方法, 回归分析, Python 程序设计, 测试数据, 预测建模, 验证和确认, 应用机器学习
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

Imperial College London
您将获得的技能: 统计分析, 概率与统计, 数据清理, 回归分析, R 语言程序设计(中文版), 描述性统计, R(软件), 统计推理, 数据整理, 统计, 功能工程, 公共卫生, 探索性数据分析, 预测建模
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Statistical Analysis, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
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初级 · 课程 · 1-4 周

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Ggplot2, Simulations
中级 · 课程 · 1-3 个月

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