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University of Glasgow - Capstone Assignment - CDSS 5 

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Capstone Assignment - CDSS 5
 at 
Coursera 
Overview

Duration

3 hours

Total fee

Free

Mode of learning

Online

Official Website

Explore Free Course External Link Icon

Credential

Certificate

Capstone Assignment - CDSS 5
Table of content
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  • Overview
  • Highlights
  • Course Details
  • Curriculum

Capstone Assignment - CDSS 5
 at 
Coursera 
Highlights

  • Earn a Certificate upon completion from University of Glasgow
Details Icon

Capstone Assignment - CDSS 5
 at 
Coursera 
Course details

Skills you will learn
More about this course
  • This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization
  • In this course you will choose one of the areas and complete the assignment to pass

Capstone Assignment - CDSS 5
 at 
Coursera 
Curriculum

Permutation feature importance on the MIMIC critical care database

IMPORTANT COURSE INFORMATION

Interpretability of in-hospital mortality classification using Permutation Feature Importance and logistic regression

Interpretability of in-hospital mortality classification using Permutation Feature Importance and an LSTM model

Permutation feature importance on the MIMIC critical care database

LIME on the MIMIC critical care database

Interpretability of in-hospital mortality classification using LIME and logistic regression

Interpretability of in-hospital mortality classification using LIME and an LSTM

LIME on the MIMIC critical care database

Grad-CAM on the MIMIC critical care database

Interpretability of in-hospital mortality classification using Gradient-weighted Class Activation Mapping and an LSTM model

Grad-CAM on the MIMIC critical care database

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Capstone Assignment - CDSS 5
 at 
Coursera 

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