统计建模课程
统计建模课程可以帮助您学习回归分析、假设检验和数据可视化技术。您可以培养解释统计结果、验证 Data Model 和根据数据进行预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具，这些工具支持实施统计方法和有效分析数据集。
热门统计建模课程和认证
状态：免费试用Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, Geospatial Information and Technology, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
状态：免费试用Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
状态：免费试用Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
状态：免费试用Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Oil and Gas, Statistical Reporting, Statistical Methods, Estimation, Simulation and Simulation Software, Data Integration
状态：免费试用您将获得的技能: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
状态：免费试用Rice University
您将获得的技能: 回归分析, 统计推理, 微软Excel, 统计假设检验, 统计分析, 统计建模, Model Evaluation, 商业分析, 统计方法, 估算, 数据分析
状态：免费试用Stanford University
您将获得的技能: Algorithm, 贝叶斯网络, 统计推理, 马尔可夫模型, 计算思维, 抽样（统计）, 应用机器学习, Machine Learning 方法, 机器学习算法, 概率与统计, 图论, 统计方法, 概率分布
状态：免费试用University of Colorado Boulder
您将获得的技能: 应用数学, 统计, 统计分析, 统计推理, 人工智能, 数据扫盲, 理论计算机科学, 抽样（统计）, 概率与统计, 概率分布, 统计方法
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
状态：免费试用Whizlabs
您将获得的技能: Model Evaluation, AWS SageMaker, Predictive Modeling, Data Modeling, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Performance Tuning
- 状态：免费试用
Stanford University
您将获得的技能: Algorithm, 机器学习, 贝叶斯网络, 贝叶斯统计, 应用机器学习, 统计方法, 概率分布, 马尔可夫模型, 机器学习算法, Model Evaluation, 统计建模
总之，以下是 10 最受欢迎的 statistical modeling 课程
- Using R for Geostatistical Geospatial Modeling : Case Western Reserve University
- Statistics and Data Analysis with R: University of Colorado Boulder
- Statistical Learning: Illinois Tech
- Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University
- Case Studies in Geostatistical Modeling : Case Western Reserve University
- Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
- 商业统计线性回归: Rice University
- 概率图形模型 2：推理: Stanford University
- 数据科学和 AI 的统计估算: University of Colorado Boulder
- Model Diagnostics and Remedial Measures: Illinois Tech
