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

A model isn’t source code, and it isn’t data; it’s an artifact built from the two. Given source code and the training data, you could re-produce a model, but it almost certainly wouldn’t be the same because of randomization in the training process. Models almost certainly react to incoming data; that’s their point.

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67

O'Reilly

MARCH 2, 2020

When a project is going off track because some requirement wasn’t understood properly, you need to fix that as soon as possible—not after a year-long development process. When processes change, who wins, who loses, and why? Software architecture, infrastructure, and operations are each changing rapidly.

Artificial Intelligence 20

Artificial Intelligence Software Architecture Programming Infrastructure 20