DSA ADS Course - 2023
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics
Discuss applied probability theory and causality.
The Causal Foundations of Applied Probability and Statistics - November, 2020
Abstract
DSA ADS Course 2023
This DSA ADS course is part of a series of courses that demonstrate how to use applied data science with high performance compute and high quality data to optimize decision making in real world scenarios.
Discuss application of probability theory in real world scenarios.
DSA ADS Course - 2022
Probability Theory, Applied Probability, Probabilistic Causation, Causal Inference
Understanding applied probability and accurate assessment of real-world risk is a critical part of high value data science.
DSA ADS Course - 2021
Applied Probability, Probability Theory, Medical Diagnosis, Medical Testing, Probability of Diagnosis
Probability theory and accuracy in medical diagnosis. Estimating probability of diagnosis is critical job of front line physicians and many overestimate probabilities ordering unwarranted tests and overtreatment.
Textbook example of failure of many physicians to accurately compute probability - JAMA study in 2021
DSA ADS Course - 2021
Foundations of the Theory of Probability - Kolmogorov
Data Science, Applied Probability, Probability Theory
November, 2000
Abstract
July, 2020
Abstract
Nicoló Fusi, Huseyn Melih Elibol
May, 2017
Abstract: