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MDSD4Health
Home
Learning Guide
Modules
Module 1: Concepts in Machine Learning & Health
What is Machine Learning?
Bias & Fairness in ML
Module 2: The Role of Disclosure
Replicability & Reproducibility in ML
ML Generalization
Primer on MDSDs
Module 3: MDSD Methods & Mediums, Pt I
Datasheets for Datasets
Other Data Set Disclosures
Dataset Cards
Dataset Nutrition Label
Data Statements for NLP
Module 4: MDSD Methods & Mediums, Pt II
Model Cards
Other Model Disclosures
FactSheets
TRIPOD Statement
Module 5: What Did We Miss?
About the Curriculum
Resources
Python & Colab Help
Twitter Participation Guide
Report a Problem or Suggest a Revision
Acknowledgements
MDSD4Health
Home
Learning Guide
Modules
Module 1: Concepts in Machine Learning & Health
What is Machine Learning?
Bias & Fairness in ML
Module 2: The Role of Disclosure
Replicability & Reproducibility in ML
ML Generalization
Primer on MDSDs
Module 3: MDSD Methods & Mediums, Pt I
Datasheets for Datasets
Other Data Set Disclosures
Dataset Cards
Dataset Nutrition Label
Data Statements for NLP
Module 4: MDSD Methods & Mediums, Pt II
Model Cards
Other Model Disclosures
FactSheets
TRIPOD Statement
Module 5: What Did We Miss?
About the Curriculum
Resources
Python & Colab Help
Twitter Participation Guide
Report a Problem or Suggest a Revision
Acknowledgements
More
Home
Learning Guide
Modules
Module 1: Concepts in Machine Learning & Health
What is Machine Learning?
Bias & Fairness in ML
Module 2: The Role of Disclosure
Replicability & Reproducibility in ML
ML Generalization
Primer on MDSDs
Module 3: MDSD Methods & Mediums, Pt I
Datasheets for Datasets
Other Data Set Disclosures
Dataset Cards
Dataset Nutrition Label
Data Statements for NLP
Module 4: MDSD Methods & Mediums, Pt II
Model Cards
Other Model Disclosures
FactSheets
TRIPOD Statement
Module 5: What Did We Miss?
About the Curriculum
Resources
Python & Colab Help
Twitter Participation Guide
Report a Problem or Suggest a Revision
Acknowledgements
Modules
Module 1:
Concepts in Machine Learning
Module 2:
The Role of Disclosure
Module 3:
Model & Dataset Disclosures Pt I
(Dataset Disclosures)
Module
4
:
Model & Dataset Disclosures Pt II
(
Model
Disclosures)
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