by Maiot | Sep 12, 2020 | Infrastructure, MLOps
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. Leading software companies follow identical patterns: Fast iterations in...
by Daniel Jeffries | Sep 10, 2020 | MLOps
At my keyote for the Red Hat OpenShift Commons AI Conference I talked about building an AI Red Team whose job it is to fix AI when it goes wrong. With algorithms making more and more decisions in our lives, from who gets a job, to who gets hired and fired, and even...
by Determined AI | Aug 16, 2020 | Infrastructure, MLOps
In this excellent tutorial from the Determined AI team, evangelist David Hersey walks through crafting an end to end machine learning pipeline and how to: Create data repositories with Pachyderm, using Pachyderm data pipelines to prepare the data for training Build a...
by AI Infrastructure Alliance | Mar 7, 2020 | AI Hardware, Infrastructure, MLOps
It’s an amazing time for data scientists everywhere, as the hardware needed to crunch numbers like never before comes online. It wasn’t long ago that there were only a few chip manufacturers in the world, Intel and AMD, working on essentially the same...
by Daniel Jeffries | Sep 30, 2019 | Infrastructure, MLOps, Open Source
There’s an exciting side to AI. Intense, multi-million dollar research over many years that leads to a billion dollar algorithmic breakthrough that keeps self-driving cars from crashing or detects lung cancer better than ever is glamorous part of intelligent...
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