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。

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

Wesleyan University
您将获得的技能: Python 程序设计, 预测建模, 数据分析, 回归分析, 监督学习, 机器学习, 探索性数据分析, 统计方法, 随机森林算法, 分类与回归树 (CART), 决策树学习, 无监督学习, 预测分析, 功能工程, 统计分析, 数据挖掘, 应用机器学习
混合 · 课程 · 1-4 周

MathWorks
您将获得的技能: 预测建模, 监督学习, 抽样(统计), 回归分析, 功能工程, 机器学习, Matlab, 数据处理, 分类与回归树 (CART), 预测分析, 应用机器学习, 统计建模
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据分析, 统计推理, 回归分析, 概率与统计, 相关性分析, 统计分析, 统计建模
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, SAS (Software), Classification And Regression Tree (CART), Predictive Modeling, Statistical Modeling, Regression Analysis, Predictive Analytics, Applied Machine Learning, Statistical Methods, Data Processing, Data Manipulation, Data Cleansing, Data Transformation, Statistical Analysis, Exploratory Data Analysis
混合 · 课程 · 1-4 周

您将获得的技能: R Programming, Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Data Science, Tidyverse (R Package), Statistical Modeling, Data Analysis, Regression Analysis, Data Structures, Statistical Analysis, Descriptive Statistics, Programming Principles, Data Transformation, Probability & Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Statistical Methods, Machine Learning, Statistical Analysis, Financial Analysis, Time Series Analysis and Forecasting, Supervised Learning, Financial Data
中级 · 课程 · 1-4 周

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

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
攻读学位
中级 · 课程 · 1-4 周

Howard University
您将获得的技能: Linear Algebra, NumPy, Applied Mathematics, Numerical Analysis, Algebra, Python Programming, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis
中级 · 课程 · 1-3 个月