Causal inference and counterfactual prediction in machine learning for actionable healthcare | Nature Machine Intelligence
Casual Inference
Causal Inference (old) | Empirical Inference - Max Planck Institute for Intelligent Systems
Causal inference (Part 2 of 3): Selecting algorithms | by Jane Huang | Data Science at Microsoft | Medium
7 – Causal Inference – Machine Learning Blog | ML@CMU | Carnegie Mellon University
Causal Inference in Data Science From Prediction to Causation by Amit Sharma | DataEngConf NYC '16 - YouTube
Using Causal Inference to Improve the Uber User Experience | Uber Blog
From Controlled to Undisciplined Data: Estimating Causal Effects in the Era of Data Science Using a Potential Outcome Framework · Issue 3.3, Summer 2021
Which causal inference book you should read
Using Causal Inference to Improve the Uber User Experience | Uber Blog
Microsoft's DoWhy is a Cool Framework for Causal Inference | by Jesus Rodriguez | DataSeries | Medium
An introduction to Causal inference | Fabian Dablander
Causal Inference - ScienceDirect
When causal inference meets deep learning | Nature Machine Intelligence
ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus
Causal Inference. Answering causal questions with Python | by Shawhin Talebi | Towards Data Science
Causal inference and machine learning problems | Refinitiv Perspectives
Casual Inference | Libsyn Directory
Causality for Machine Learning
An introduction to Causal inference | Fabian Dablander
Causal assumptions and causal inference in ecological experiments: Trends in Ecology & Evolution
Casual Inference: Asking harder causal questions with Whitney Robinson | Episode 07
2.2 - The Fundamental Problem of Causal Inference - YouTube
Beyond prediction machines - Building Nubank
Why do we need causality in data science? | by Aleix Ruiz de Villa | Towards Data Science
