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。

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
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 统计推理, 数学建模, 概率与统计, 统计建模, R 程序设计, 应用数学, 概率分布, 回归分析, 数据科学, 线性代数
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型评估, 统计推理, R 程序设计, 统计方法, 统计建模, 数据伦理, 数学建模, 概率分布, 回归分析, 微积分, 线性代数, 机器学习, 预测建模, 逻辑回归, 数据分析
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中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: Python 编程, 统计分析, 模型评估, 相关性分析, 统计方法, 统计建模, 数据操作, 分析, SAS(软件), 回归分析, 预测建模, 散点图, 数据分析, 逻辑回归
混合 · 课程 · 1-4 周

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
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation
混合 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Risk Modeling, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis, Statistics
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计分析, 模型评估, 统计推理, 数据伦理, 数据建模, 概率与统计, R 程序设计, 统计建模, 统计方法, 数学建模, 数据科学, 回归分析, 功能工程, 预测建模
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中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 算法, 贝叶斯统计, 模型评估, 统计建模, 统计方法, 贝叶斯网络, 概率分布, 马尔可夫模型, 应用机器学习, 机器学习算法, 机器学习
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
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中级 · 课程 · 1-4 周