Podcast: MLEngineered [ext]

You train it, you run it (Hackernoon) [ext]

The quote “You build it, you run it” is among the most influential quotes in modern software development. It has guided the conception of high-performing software teams since its inception. Pick any successful, software-driven business of today, their mentalities will all be at least influenced by the sentiment.

A most unusual year [ZenML]

As this is the end of the year, it’s a great chance to remind yourself: how did we get here?

TMLS Summit 2020: The tale of a thousand pipelines [vid] [ext]

This is an Ops-guy’s story that tackles the process of building scalable deep learning pipelines for hundreds of model training on giant time-series datasets and on how it helped saved 80% of the cost along the way.

MLOps: Learning from history [ext]

TL;DR: Running successful ML teams and projects requires cross-functional collaboration within the executing team.

12 Factors of reproducible Machine Learning in production (TowardsAI) [ext].

The last two decades have yielded us some great understandings about Software Development. A big part of that is due to the emergence of DevOps and it’s wide adoption throughout the industry.