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
Imperial College London
您将获得的技能: 模拟, 模型评估, 公共卫生, 微分方程, 概率分布, 流行病学, 统计建模, 预测建模, 统计方法, 数据建模, R 程序设计, 风险建模, 数学建模, 传染病
University of Colorado Boulder
您将获得的技能: 数据科学, 回归分析, 模型评估, 统计建模, 数据伦理, 预测建模, 统计方法, 数据建模, R 程序设计, 概率与统计, 功能工程, 统计推理, 统计分析, 数学建模
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
您将获得的技能: 无监督学习, 预测, 数据转换, 数据预处理, 深度学习, 模型评估, 降维, 统计方法, 预测建模, 时间序列分析和预测, 应用机器学习, Pandas（Python 软件包）, Jupyter, 统计分析
IIMA - IIM Ahmedabad
您将获得的技能: 统计假设检验, 抽样（统计）, 数据科学, 统计可视化, 统计资料, 概率分布, 统计方法, 数据分析, 概率与统计, 描述性统计, 估算, 样本量的确定, 概率, 统计推理, 数据扫盲
University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Inference, Descriptive Statistics, Box Plots, Data Visualization Software, Histogram, Probability, Simulations
DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), LLM Application, Spreadsheet Software
您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
University of California, Santa Cruz
您将获得的技能: 贝叶斯统计, 无监督学习, 统计方法, 统计建模, 机器学习方法, 概率分布, 分类算法, 马尔可夫模型, 概率与统计, R 程序设计, 数学建模, 统计软件
Johns Hopkins University
您将获得的技能: 数据科学, 线性代数, 回归分析, 统计建模, 概率与统计, R 程序设计, 统计推理, 统计分析, 数学建模, 概率分布, 应用数学
Wesleyan University
您将获得的技能: 数据操作, 回归分析, 模型评估, 散点图, 统计建模, 预测建模, 统计方法, 相关性分析, 数据分析, SAS（软件）, Python 编程, 逻辑回归, 分析, 统计分析
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
总之，以下是 10 最受欢迎的 statistical modeling 课程
- 传染病模型: Imperial College London
- 用 R 进行现代回归分析: University of Colorado Boulder
- Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University
- 专业模型：时间序列和生存分析: IBM
- 工商管理硕士预科统计学: IIMA - IIM Ahmedabad
- Exploratory Data Analysis: University of Leeds
- Applied Statistics for Data Analytics: DeepLearning.AI
- Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
- 贝叶斯统计：混合模型: University of California, Santa Cruz
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
