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Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
状态：免费试用Johns Hopkins University
您将获得的技能: 统计建模, 探索性数据分析, R 语言程序设计（中文版）, 机器学习, 数据科学, 预测建模, 数据建模, 模型评估, 统计假设检验, 分类与回归树 (CART), 统计方法, 统计推理, 回归分析, 统计分析, 数据预处理, Rmarkdown, Tidyverse（R 软件包）, 数据分析
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Systems Thinking, Simulations, Simulation and Simulation Software, Process Flow Diagrams, Systems Analysis, Complex Problem Solving, Diagram Design, Growth Strategies, Market Dynamics, Business Modeling, Decision Making
状态：免费试用Duke University
您将获得的技能: Python 程序设计, 检索-增强生成, Prompt Engineering, 应用编程接口 (API), 应用程序部署, 模型部署, 风险管理框架, 大型语言模型, OpenAI 应用程序接口, LLM 申请, 嵌入, 微软 Azure, OpenAI
状态：免费试用University of California San Diego
您将获得的技能: Bioinformatics, Diagnostic Tests, Model Evaluation, Molecular Biology, Infectious Diseases, Informatics, Network Analysis, Medical Science and Research, Computational Thinking, Biochemistry, Data Mining, Scientific Visualization, Life Sciences, Tree Maps, Microbiology, Biology, Data Analysis Software, Pharmacology, Science and Research
状态：免费试用您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
状态：新状态：预览National Taiwan University
您将获得的技能: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
状态：预览Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Python Programming
状态：预览Universiteit Leiden
您将获得的技能: 公共卫生, 定量研究, 医疗保健, 风险分析, 研究方法, 临床研究, 统计分析, 生物统计学, 卫生政策, 数据分析, 流行病学, 研究设计
总之，以下是 10 最受欢迎的 causal inference 课程
- Statistical Methods for Computer Science: Johns Hopkins University
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- System Dynamics: Fundação Instituto de Administração
- 在 Azure 上运行 LLM: Duke University
- Applied Bioinformatics: University of California San Diego
- Data Collection and Root Cause Analysis: SkillUp
- 商管統計資料分析一 (Analytics for Business and Management (I)): National Taiwan University
- Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
- Foundations of Statistical Learning & Algorithms: Northeastern University
- Data Analysis for Business: Fundação Instituto de Administração
