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 132

Software Architecture DevOps Data Engineering Architecture 132

O'Reilly

FEBRUARY 2, 2020

Is it important to observe what happens on each layer of a neural network? Collaboration between AI developers and operations teams will lead to growing pains on both sides, especially since many data scientists and AI researchers have had limited exposure to, or knowledge of, software engineering.

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67

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 20

Artificial Intelligence Software Architecture Programming Infrastructure 20