Data Collection Deep Learning ROI Uncertainty 
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.
Domino Data Lab
JUNE 23, 2019
It used deep learning to build an automated question answering system and a knowledge base based on that information. It is like the Google knowledge graph with all those smart, intelligent cards and the ability to create your own cards out of your own data. People want to just dip their toes in and do a small sample project.
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