Remove Categorization Remove Data Drift Remove Data Science Remove Explainability
article thumbnail

Machine Learning Project Checklist

DataRobot Blog

Evaluate the computing resources and development environment that the data science team will need. Large projects or those involving text, images, or streaming data may need specialized infrastructure. Discuss with stakeholders how accuracy and data drift will be monitored. Ensure predictions are explainable.

article thumbnail

Capital One’s data-centric solutions to banking business challenges

Snorkel AI

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.

article thumbnail

Capital One’s data-centric solutions to banking business challenges

Snorkel AI

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.