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。

MathWorks
您将获得的技能: 回归分析, 数据处理, 预测建模, 监督学习, 抽样(统计), 机器学习, Matlab, 功能工程, 预测分析, 统计建模, 应用机器学习, 分类与回归树 (CART)
初级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 机器学习算法, 概率分布, 贝叶斯网络, 概率与统计, 网络分析, 机器学习, 马尔可夫模型, Algorithm, 统计建模, 统计方法, 应用机器学习
高级设置 · 课程 · 1-3 个月

您将获得的技能: Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Programming, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Performance Testing, Data Cleansing
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

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

Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing
中级 · 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

Simplilearn
您将获得的技能: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling, Algorithms
初级 · 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

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

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