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
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：预览Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
状态：免费试用DeepLearning.AI
您将获得的技能: 模型评估, 机器学习, 张力流, 信息隐私, 人工神经网络, 联合学习, 迁移学习, 应用编程接口 (API), 模型部署, 数据可视化
状态：免费试用您将获得的技能: PyTorch（机器学习库）, 生成式人工智能, 自然语言处理, 文本挖掘, 嵌入, 迁移学习, 应用机器学习, 性能调整, 大型语言模型
状态：预览Campus BBVA
您将获得的技能: Data Storytelling, Dashboard, Business Analytics, Data Visualization, Data Quality, Business Intelligence, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Project Management Life Cycle
状态：免费试用University of London
您将获得的技能: 描述性统计, 概率分布, 概率与统计, 抽样（统计）, 统计假设检验, 数据展示, 数据分析, 数据驱动的决策制定, 统计, 概率, 数据可视化, 统计推理, 制图, 柱状图, 估算
状态：新状态：免费试用Macquarie University
您将获得的技能: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Data Visualization Software, Probability & Statistics, Statistical Inference, Variance Analysis
Google Cloud
您将获得的技能: 自然语言处理, 嵌入, 迁移学习, 生成模型架构, 大型语言模型
状态：预览Universidad Nacional Autónoma de México
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistics, Statistical Analysis, Descriptive Statistics
状态：免费试用DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
您将获得的技能: 时间序列分析和预测, 模型评估, 预测, 统计分析, 数据预处理, 预测建模, 无监督学习, 数据转换, 统计方法, 降维, 应用机器学习, Pandas（Python 软件包）, Jupyter, 深度学习
与 causal inference 相关的搜索
总之，以下是 10 最受欢迎的 causal inference 课程
- Statistics For Data Science: Coursera
- Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
- 使用 TensorFlow 的高级部署场景: DeepLearning.AI
- 用 Transformer 建立生成式 AI 语言模型: IBM
- Business Analytics : Campus BBVA
- 国际商务统计: University of London
- Statistics and Data Analysis with Excel: Advanced: Macquarie University
- 变压器模型和 BERT 模型: Google Cloud
- Estadística y probabilidad: principios de Inferencia: Universidad Nacional Autónoma de México
- Python for Data Analytics: DeepLearning.AI
