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FDS-S2-02-2-4 The logistic regression classifier

We show how to make a logistic regression classifier, and, in the context of ethics, consider how transparent logistic regression can be made to people whose lives it affects. We also compare…

From  David Sterratt on January 20th, 2021 0 likes 133 plays 0  

FDS-S2-02-2-3 Multiple logistic regression and confidence and intervals

We extend logistic regression to multiple independent variables, and show how we can use the boostrap to estimate confidence intervals for coefficients, and to test hypotheses.

From  David Sterratt on January 20th, 2021 0 likes 147 plays 0  

FDS-S2-02-2-1 Principle of logistic regression

We introduce the principle of logisitc regression, illustrating its application to a credit approval dataset. We also introduce the concepts of odds and odds ratios.

From  David Sterratt on January 19th, 2021 0 likes 184 plays 0  

USMR lecture 9 part 3

the generalized linear model

From  Martin Corley on November 15th, 2020 0 likes 164 plays 0  

USMR lecture 9 part 2

probability, odds, log odds

From  Martin Corley on November 15th, 2020 0 likes 150 plays 0  

FP - Lecture 2 - List Comprehensions

This is the second FP Lecture video, covering Lists and Comprehensions.

From  Claudia-Elena Chirita on September 11th, 2020 0 likes 1,098 plays 0