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 339

Management Machine Learning Experimentation Metrics 339

Cloudera

AUGUST 20, 2020

It’s been a year filled with disruption and uncertainty. Businesses had to literally switch operations, and enable better collaboration and access to data in an instant — while streamlining processes to accommodate a whole new way of doing things. One day we were all going to the office, and the next we were working from home.

Enterprise 121

Enterprise Experimentation Uncertainty Deep Learning 121

O'Reilly on Data

SEPTEMBER 11, 2019

Terms that relate to data engineering, data management, and data analytics dominate the top tiers of proposal topics. Second, a trend we’ve observed in other contexts is that “AI” tends to morph into a kind of metonym that gets used to describe the intersection of data, analytics, and ML.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20