BAYESIAN STATISTICS: THE METROPOLIS ALGORITHM

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: INTRODUCTION TO PYMC3

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: GENERALIZED LINEAR MODELS

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: CLASSIFICATIONS AND GLM

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: SWITCH POINTS AND BLOSSOMS

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: STOCK VOLATILITY AND PREDICTIONS

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

BAYESIAN STATISTICS: FORCASTING AND PREDICTIONS

Lecture Notes

Lecture

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Lecture Videos

Video Lecture

MODELING AND SIMULATION

Modeling and Simulation: Fall 2020

NOTE: Please understand that this course was given during the 2020 Covid Pandemic. An adherence to a normal course outline was not enforced and alot of manipulation of the original syllabus happened.

MODELING AND SIMULATION: INTRODUCTION AND SIMPLE PLOTS

Lectures

Lecture 1

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Lecture 2

MODELING AND SIMULATION: NEWTON'S METHOD AND SYMBOLIC DIFFERENTIATION

Lectures

Lecture 1

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Lecture 2

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Lecture 3

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Homework

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