O'Reilly

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Trends in software architecture, infrastructure, and operations.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

O'Reilly

FEBRUARY 2, 2020

Is it important to observe what happens on each layer of a neural network? The creation and management of data pipelines isn’t something that operations groups are responsible for–though, despite the proliferation of new titles like “data engineer” and “data ops,” in the future I suspect these jobs will be subsumed into “operations.”.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

O'Reilly

MARCH 2, 2020

Frequent contact with customers, good in-person communications between team members, along with practices like source control and testing, would just be in the air, like our Wi-Fi networks. Radar data points: Recent research and analysis. Software architecture, infrastructure, and operations are each changing rapidly.

Artificial Intelligence 21

Artificial Intelligence Software Architecture Programming Infrastructure 21