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。

您将获得的技能: Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Analysis, Data Analysis, Statistical Methods, Probability & Statistics, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Process Controls, Statistical Hypothesis Testing, Process Improvement, Lean Methodologies, Kaizen Methodology, Process Capability, Six Sigma Methodology, Risk Analysis, Quality Improvement, Process Analysis, Statistical Analysis, Statistical Methods, Risk Management, Business Process, Sample Size Determination, Data Collection, Graphing
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

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: A/B 测试, 统计建模, 统计分析, 数据分析, 数据科学, 数据驱动的决策制定, 统计机器学习, 数据管理, Data Management, 技术交流, 统计, 数据质量, 统计推理
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Predictive Modeling, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Big Data, Plot (Graphics), Data Analysis, Statistical Inference, Data Analysis Software, Advanced Analytics, Feature Engineering, Performance Analysis, Performance Measurement, Data Manipulation
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, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Scikit Learn (Machine Learning Library), Supervised Learning, Climate Change Mitigation, 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: 统计建模, 统计分析, 统计方法, Matplotlib, 概率与统计, 统计假设检验, 贝叶斯统计, 抽样(统计), 数据分析, 回归分析, 统计编程, Python 程序设计, 统计, 统计推理, 统计可视化, 数据可视化软件, Jupyter, 数据可视化, 统计软件, 预测建模
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 统计方法, 数据分析, 数据展示, 数据管理, Data Management, 团队管理, 工作流程管理, 统计推理, 沟通, 分析技能, 团队领导, 探索性数据分析, 管理培训与发展
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 应用数学, 数据科学, 数据分析, 线性代数, 统计方法, 代数, 数值分析
中级 · 课程 · 1-3 个月

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