Data Collection, Deep Learning, Metadata and Uncertainty

What you need to know about product management for AI

O'Reilly on Data

MARCH 31, 2020

For machine learning systems used in consumer internet companies, near continuous retraining happens throughout the day, processing billions of new input-output pairs. Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself.

Management

Management Machine Learning Experimentation Metrics

Data Science, Past & Future

Domino Data Lab

JULY 22, 2019

We’ve got this complex landscape, tons of data sharing, an economy of data, external data, tons of mobile devices. and drop your deep learning model resource footprint by 5-6 orders of magnitude and run it on devices that don’t even have batteries. You can take TensorFlow.js How could that make sense?

Data Science

Data Science Machine Learning Data Governance Modeling

Data Leaders Brief

What you need to know about product management for AI

Data Science, Past & Future

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