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picture1_Basic Statistics Ppt 68587 | Lecture2


picture2_Basic Statistics Ppt 68587 | Lecture2 picture3_Basic Statistics Ppt 68587 | Lecture2

 159x       Filetype PPTX       File size 0.65 MB       Source: cse.iitkgp.ac.in


File: Basic Statistics Ppt 68587 | Lecture2
Probabilistic Machine Learning • Not all machine learning models are probabilistic • … but most of them have probabilistic interpretations • Predictions need to have associated confidence • Confidence = ...

icon picture PPTX Filetype Power Point PPTX | Posted on 29 Aug 2022 | 2 years ago
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...Probabilistic machine learning not all models are but most of them have interpretations predictions need to associated confidence probability arguments for approach complete framework makes assumptions explicit recovers non as special cases modular easily extensible foundations algorithms and cs iit kgp indrajit bhattacharya references introduction sheldon ross statistics engineers scientists dimitri p bertsekas john n tsitsiklis basics random experiment outcome events sample space measure axioms basic laws discrete continuous conditional multiplicative rule theorem total bayes independence pair wise mutual variables example tossing two coins variable sum outcomes mass function...
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