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Foundations of causal inference and its impacts on machine learning webinar

Foundations of causal inference and its impacts on machine learning webinar

Many key data science tasks are about decision-making. They require understanding the causes of an event and how to take action to improve future outcomes. Machine learning (ML) models rely on correlational patterns to predict the answer to a question but often fail at these decision-making tasks, as the very decisions and actions they drive […]

2020年12月3日

Causal Inference Tutorial

Data science tutorial: causal inference model selection | Jonathan Hershaff

Data science tutorial: causal inference model selection | Jonathan Hershaff

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New approaches for causal inference from genomic data

New approaches for causal inference from genomic data

UNICEF webinar: Overview: strategies for causal inference - Resource

UNICEF webinar: Overview: strategies for causal inference - Resource

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The Seven Tools of Causal Inference, with Reflections on Machine Learning

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Causal deep learning: a new framework // van der Schaar Lab

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Lecture 14: Causal Inference, Part 1 | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare

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