因果推理课程
因果推论课程可以帮助您学习统计技术、实验设计和观察研究方法。您可以掌握识别因果关系、分析 Data Set 和解释结果的技能，为决策提供依据。许多课程都会介绍 R、Python 等工具以及进行因果分析的专项软件，使您能够在公共卫生、经济学和社会科学等现实世界中应用这些技能。
热门因果推理课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据分析, 统计资料, 概率分布, 统计分析, 概率, 统计方法, 概率与统计
状态：预览Johns Hopkins University
您将获得的技能: 案例研究, 生物统计学, 传染病, 预测建模, 数学建模, 流行病学, 卫生政策, 政策分析, 公共卫生
状态：免费试用University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
状态：新状态：免费试用Coursera
您将获得的技能: Overcoming Objections, Data Storytelling, Persuasive Communication, Data Presentation, People Analytics, Human Resource Strategy, Prompt Engineering, Presentations, Benchmarking, Prompt Engineering Tools, Stakeholder Communications, Data Literacy, Data Validation, AI Personalization, Artificial Intelligence
状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Data Visualization, Tableau Software, Spatial Analysis, Visualization (Computer Graphics), Statistical Visualization, Network Model, Dashboard, Matplotlib, Infographics, Heat Maps, Seaborn, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
总之，以下是 5 最受欢迎的 causal inference 课程
- Data Science 和 AI 的概率基础: University of Colorado Boulder
- 供决策者使用的传染病传播模型: Johns Hopkins University
- Intro to Predictive Analytics Using Python: University of Pennsylvania
- Persuade with Data: Coursera
- Data Visualization: Fundamentals to Interactive Storytelling: University of Pittsburgh
