Guest Post

How the Canonical Stack for Machine Learning will Unleash the Next Generation of Cutting Edge AI Apps

Originally Published in The AI Infrastructure Alliance by Daniel Jeffries – Republished by author approval With every generation of computing comes a dominant new software or hardware stack that sweeps away the competition and catapults a fledgling technology into the mainstream. I call it the Canonical Stack (CS). Think the WinTel dynasty in the 80s …

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How theator Built a Continuous Training Framework To Scale up Its Surgical Intelligence Platform

Originally Published in PyTorch Medium by Omri Bar  – Republished by author approval  Performing surgery is largely about decision making. As Dr. Frank Spencer put it in 1978, “A skillfully performed operation is about 75% decision making and 25% dexterity”. Five decades later, and the surgical field is finally — albeit gradually — implementing advances in …

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Machine Learning with Jupyter: Solving the Workflow Management Problem using Open-platforms

Originally written by Henok Yemam on TDS (link)- Republished by author approval. The infamous data science workflow with interconnected circles of data acquisition, wrangling, analysis, and reporting understates the multi-connectivity and non-linearity of these components. The same is true for machine learning and deep learning workflows. I understand the need for oversimplification is expedient in …

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Five Things You can do with Jupyter and ClearML – Guest blogpost

Get more out of your AI / MLIDE Originally written by Henok Yemam – Republished by author approval. The positive effects of Artificial Intelligence (AI) in our everyday life are no longer disputable with our ever-increasing reliance on its applications. In the early days of the internet, the cost of infrastructure limited the people who …

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The Machine Learning Collaboration Tool You’ll Want to Ride Solo – User Story

Republished here with the author’s permission – original post on Medium here. Authored by Christopher Reiss. I’ll admit it. I am a gushing fan of this new product from Allegro AI called Allegro Trains. I’m not sure what to call it — what noun I should attach to this creature. “Framework” and “Platform” have become, to …

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