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
University of Colorado Boulder
您将获得的技能: 数据伦理, 预测建模, 统计方法, 数据科学, 统计分析, 相关性分析, 统计推理, 数据分析, 实验, 一般科学与研究, 统计假设检验, 统计编程, 回归分析, R 程序设计, 统计软件, 统计建模, 概率与统计, 研究设计, 预测分析, R（软件）
Johns Hopkins University
您将获得的技能: 统计方法, 贝叶斯统计, 数据科学, 统计分析, 概率, 数据建模, 统计推理, 统计资料, 数据分析, 统计建模, 抽样（统计）, 回归分析, 统计假设检验, R 程序设计, 数学建模, 分析, 概率与统计, 概率分布, 线性代数, 生物统计学
您将获得的技能: Risk Modeling, Descriptive Statistics, Financial Data, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Performance Metric, Model Evaluation, Supervised Learning, Statistical Hypothesis Testing
University of Pennsylvania
您将获得的技能: 预测建模, 统计方法, 模型优化, 逻辑回归, 概率, 数据建模, 统计建模, 概率分布, 风险分析, 数学建模, 业务分析, 回归分析, 模拟和模拟软件, 词汇, 预测, 预测分析, 业务建模
Duke University
您将获得的技能: 模型评估, Model Evaluation, 预测建模, 统计方法, 统计分析, 相关性分析, 统计推理, 数据分析, 统计资料, 统计建模, 数学建模, 统计假设检验, R 程序设计, 回归分析, 统计编程, 概率与统计, R（软件）, 统计软件
University of Minnesota
您将获得的技能: 电子表格软件, 模型评估, Model Evaluation, 预测建模, 模型优化, 统计方法, 模型培训, 功能工程, 统计建模, 回归分析, 时间序列分析和预测, 透视表和图表, 数据清理, 数据操作, Excel 公式, Microsoft Excel, 数据转换, 预测, 预测分析, 数据预处理
是什么让您今天来到 Coursera？
Arizona State University
您将获得的技能: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R (Software), Statistical Programming, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Network Model, Simulations, Sampling (Statistics), Probability Distribution, Dependency Analysis
您将获得的技能: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling
University of Minnesota
您将获得的技能: 统计方法, 统计分析, 概率, 统计资料, 流程建模, 模拟, 概率分布, Excel 公式, Excel 宏, 模拟和模拟软件, 概率与统计, Microsoft Excel, 解决复杂问题, 业务建模, 风险建模
您将获得的技能: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning
您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
您将获得的技能: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Statistical Software, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots
总之，以下是 10 最受欢迎的 statistical modeling 课程
- 数据科学应用统计建模: University of Colorado Boulder
- 数据科学高级统计学: Johns Hopkins University
- Statistical and Predictive Modeling for Finance : Coursera
- 定量建模基础: University of Pennsylvania
- 线性回归与建模: Duke University
- 预测建模简介: University of Minnesota
- Bayesian Statistical Concepts and Methods: Arizona State University
- Statistics You Need to Know for Machine Learning: SAS
- 决策模拟模型: University of Minnesota
- Statistical Thinking & Predictive Modeling: Coursera
