AHA/ASA Journals

Neighborhood Social Determinants of Health and Referral to Cardiac Rehabilitation: An Analysis of the Get With The Guidelines–Coronary Artery Disease Registry

BACKGROUND: Despite strong guideline recommendations for cardiac rehabilitation (CR) following an acute myocardial infarction ...
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Digression 2: Was the Heretical Formula Meant to Measure 'Miracles'? — The Strange Fate of Reverend Thomas Bayes and His Friend

Given that he is the father of a theory with such a profound impact on the world, one might imagine that Thomas Bayes (c. 1701–1761) was a world-renowned mathematical genius who left his mark on ...
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Part 8: The Powerful Prior Probability of 'Collective Illusion' — Our Brains Bound by Society (Bayesian Thinking 8)

In the previous column, we unraveled the life of Thomas Bayes, a heretical clergyman, as a historical mystery. Bayesian statistics was born from his faith (conviction) that 'there must be a grand ...
www.cs.cmu.edu

10-715 Fall 2025: Advanced Introduction to Machine Learning

Monday, Nov 3 Language models, attention mechanisms, transformers (Zico Kolter) Wednesday, Nov 5 Language models, attention mechanisms, transformers (Zico Kolter) Friday, Nov 7 Language models, ...
www.cs.cmu.edu

10-715 Fall 2021: Advanced Introduction to Machine Learning

This course is designed for Ph.D. students whose primary field of study is machine learning, or who intend to make machine learning methodological research a main focus of their thesis. It will give ...
GitHub

AI SMS Spam Filter From Scratch (Bayes' Theorem)

AI SMS Spam Filter From Scratch (Bayes' Theorem) A Python-based Natural Language Processing (NLP) machine learning engine that classifies text messages as Spam or Ham (Normal). Built entirely from ...
GitHub

math.jsonl

{"id": "math_001", "category": "math", "prompt": "Solve a simple example of Bayes theorem for spam filtering. Show your work.", "holdout": true} {"id": "math_002 ...