Regression 分析课程可以帮助您学习统计建模、假设检验和数据分析。您可以培养理解变量之间的关系、进行预测和评估模型准确性的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具常用于执行回归分析和数据趋势可视化。

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Probability & Statistics, Scatter Plots, Microsoft Excel, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
初级 · 课程 · 1-3 个月

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

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Business Reporting, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Quantitative Research, Data-Driven Decision-Making, Health Informatics, Business Process Automation
初级 · 课程 · 1-4 周

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

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
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Data Cleansing, Machine Learning Methods, Scatter Plots, Statistical Analysis, Data Validation, NumPy, Pandas (Python Package), Box Plots, Histogram
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

您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Mathematical Modeling, Probability & Statistics, Data Validation, Statistical Hypothesis Testing, Probability
攻读学位
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: 商业分析, 预测建模, 数据驱动的决策制定, 商业风险管理, 微软Excel, 预测分析, 数据分析
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
混合 · 课程 · 1-3 个月