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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. Softwarearchitecture, infrastructure, and operations are each changing rapidly. Trends in softwarearchitecture, infrastructure, and operations.
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, softwareengineering. O’Reilly Strata Data & AI Conference , San Jose, March 15-18.
The engineering organisation described may not work for you because of a team of 8-10 people is still a very big overhead. In this model, softwarearchitecture and code ownership is a reflection of the organisational model. I also have a strong feeling that long-lived teams are not good for innovation and disruption.
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