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。

Arizona State University
您将获得的技能: 统计建模, 数据转换, 概率分布, 统计假设检验, 统计方法, 统计分析, 回归分析, 数据分析软件, 抽样(统计)
中级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Probability & Statistics, Statistical Analysis, Experimentation, Data Analysis, Data Presentation, Estimation
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Graph Theory, Social Sciences, Statistical Analysis, R Programming, Sociology, Statistical Modeling, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计建模, A/B 测试, 数据科学, 数据驱动的决策制定, 数据管理, 统计机器学习, 技术交流, 统计推理, 统计, 数据分析, 统计分析, 数据质量
混合 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Supervised Learning, Climate Change Mitigation, Anomaly Detection, Environment, Public Policies
中级 · 专项课程 · 1-3 个月

您将获得的技能: Excel Macros, Key Performance Indicators (KPIs), Prompt Engineering, Data Storytelling, Performance Measurement, Regression Analysis, Business Metrics, Continuous Improvement Process, Performance Analysis, Business Process Improvement, Performance Improvement, Statistical Hypothesis Testing, Responsible AI, ChatGPT, Microsoft Excel, Generative AI, Data Visualization, Business Analysis, Statistical Analysis, Business Intelligence
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 概率与统计, Python 程序设计, 统计建模, 数据可视化软件, 模型评估, 贝叶斯统计, Matplotlib, 统计编程, 统计假设检验, 统计机器学习, 回归分析, 统计方法, 统计推理, 统计分析, 统计, 统计可视化, Jupyter, 数据可视化, 抽样(统计), 统计软件
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 探索性数据分析, 数据战略, 沟通, 数据展示, 工作流程管理, 数据管理, 团队管理, 分析技能, 统计推理, 团队领导, 统计报告, 数据分析
混合 · 课程 · 1-4 周

您将获得的技能: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning
混合 · 课程 · 1-4 周