O'Reilly

FEBRUARY 2, 2020

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. Second, the behavior of AI systems changes over time. Models almost certainly react to incoming data; that’s their point.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

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

Abhishek Tiwari

JULY 20, 2019

Store engineering squad - focus on software and systems required for the storefront including point-of-sales system, promotions, etc. ERP engineering squad - supply chain planning, purchase order management, product lifecycle management, merchandise planning, etc. You want to move fast.

Engineering 61

Engineering Retail Airlines Healthcare 61