Are datasets collected by different ethnic groups, e.g. in healthcare, taken into consideration in ML?
Thursday, 30 November 2023
by Massimo Vozza
In the field of machine learning, particularly in the context of healthcare, the consideration of datasets collected by different ethnic groups is an important aspect to ensure fairness, accuracy, and inclusivity in the development of models and algorithms. Machine learning algorithms are designed to learn patterns and make predictions based on the data they are
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Introduction, What is machine learning
Tagged under:
Artificial Intelligence, Data Bias, Data Representation, Ethnic Groups, Healthcare, Machine Learning
What insights can users gain from the Facets Overview tab of the What-If Tool?
Wednesday, 02 August 2023
by EITCA Academy
The Facets Overview tab of the What-If Tool provides users with valuable insights and a comprehensive overview of their machine learning models. This tab offers a didactic value by presenting various visualizations and metrics that allow users to understand the behavior and performance of their models in a more intuitive and interpretable manner. By exploring