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Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Linear Algebra
状态：免费试用Imperial College London
您将获得的技能: 概率分布, 贝叶斯统计, 张力流, 深度学习, 自动编码器, 生成模型架构, 抽样（统计）, 无监督学习, 应用机器学习, 图像分析
状态：预览Johns Hopkins University
您将获得的技能: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data-Driven Decision-Making, Trend Analysis, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication
状态：免费试用Johns Hopkins University
您将获得的技能: 描述性统计, 数据整合, 患者安全, 统计推理, 绩效衡量, 基于价值的护理, 持续质量改进 (CQI), 卫生政策, 数据分析软件, 数据质量, 数据分析
状态：免费试用Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
您将获得的技能: 时间序列分析和预测, 数据转换, 预测建模, 预测, 模型评估, 深度学习, 应用机器学习, 统计方法, Jupyter, 无监督学习, 统计分析, 数据预处理, Pandas（Python 软件包）, 降维
状态：免费试用American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Quantitative Research, Statistical Analysis, Statistical Software, Statistical Inference, Sampling (Statistics), Data Analysis, Analysis, Statistics, Probability, Analytical Skills, Regression Analysis, Psychology, Research Design, Research
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计建模, 逻辑回归, R 语言程序设计（中文版）, 概率分布, 机器学习, 预测建模, 模型评估, 统计方法, 微积分, 线性代数, 统计推理, 数学建模, 回归分析, 数据伦理, 数据分析
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Strategic Leadership, Time Series Analysis and Forecasting, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Retention, Reinforcement Learning
状态：预览École Polytechnique
您将获得的技能: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Mathematical Modeling, Statistical Inference
状态：预览Johns Hopkins University
您将获得的技能: 机器学习, 贝叶斯网络, 深度学习, 乳房 X 射线照相术, 人工神经网络, 放射诊断学, 模型评估, 医学影像, 人工智能, 流行病学, 肿瘤学, 射线照相术, 图像分析
状态：免费试用Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
与 causal inference 相关的搜索
总之，以下是 10 最受欢迎的 causal inference 课程
- Model Diagnostics and Remedial Measures: Illinois Tech
- 使用 TensorFlow 2 进行概率深度学习: Imperial College London
- Gestion de l’analyse des données: Johns Hopkins University
- 衡量患者安全或质量改进项目的成功程度（患者安全 VI）: Johns Hopkins University
- From Data to Decisions: Finding Patterns with AI: Vanderbilt University
- 专业模型：时间序列和生存分析: IBM
- Basic Inferential Statistics for Psychology: American Psychological Association
- 广义线性模型和非参数回归: University of Colorado Boulder
- Time, Change, and Decisions for Marketing: University of Colorado System
- Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
