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Stanford University
您将获得的技能: Algorithm, 机器学习, 贝叶斯网络, 统计推理, 网络分析, 网络模型, 马尔可夫模型, 计算思维, 贝叶斯统计, 抽样（统计）, 统计建模, 决策支持系统, 应用机器学习, 机器学习算法, Model Evaluation, Machine Learning 方法, 概率与统计, 统计方法, 图论, 概率分布
状态：新状态：免费试用您将获得的技能: Statistical Hypothesis Testing, AI Workflows, LangChain, Generative AI Agents, CrewAI, Statistical Methods, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Performance Testing, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Business Metrics, Data Analysis, Correlation Analysis, Event Monitoring
状态：新状态：预览O.P. Jindal Global University
您将获得的技能: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation
状态：新状态：免费试用Arizona State University
您将获得的技能: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Simulations, Probability Distribution
状态：新状态：免费试用Arizona State University
您将获得的技能: Experimentation, Research Design, Statistical Modeling, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis, Data Analysis Software
状态：免费试用Rice University
您将获得的技能: 描述性统计, 统计, 统计推理, 回归分析, 微软Excel, 电子表格软件, 制图, 数据展示, 统计分析, Excel 公式, 统计假设检验, 样本量的确定, 透视表和图表, 数据分析, 概率与统计, 概率分布, Model Evaluation, 商业分析, 统计方法, 统计建模
状态：预览Stanford University
您将获得的技能: 描述性统计, 统计, 统计推理, 统计分析, 回归分析, 统计假设检验, 抽样（统计）, 统计方法, 探索性数据分析, 定量研究, 统计建模, 数据分析, 概率, 概率分布
状态：免费试用Duke University
您将获得的技能: 统计推理, 演绎推理, 科学方法, 案例研究, 抽样（统计）, 相关性分析, 概率, 概率与统计
状态：免费试用University of California, Santa Cruz
您将获得的技能: 数据建模, 统计, 统计推理, 回归分析, 微软Excel, R（软件）, 分析技能, 贝叶斯统计, R 语言程序设计（中文版）, 预测建模, 统计建模, 概率, 统计方法, 数据可视化, 概率与统计, 统计可视化, 概率分布, 数据分析
University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 金融交易, 统计分析, 统计推理, 回归分析, Python 程序设计, 数据操作, 财务分析, Model Evaluation, 数据导入/导出, Pandas（Python 软件包）, 风险分析, 金融建模, 数据可视化, 概率与统计, 财务数据, Jupyter
状态：新状态：免费试用Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
总之，以下是 10 最受欢迎的 causal inference 课程
- 概率图形模型: Stanford University
- Analyze Agent Performance: Build and Test: Coursera
- Econometrics - Theory and Practice: O.P. Jindal Global University
- Bayesian Statistical Concepts and Methods: Arizona State University
- Classification and Planned Experiments: Arizona State University
- 商业统计与分析: Rice University
- 统计入门: Stanford University
- 再思考 III：如何归纳推理: Duke University
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
