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Why we do machine learning engineering with YAML, not notebooks

Why we do machine learning engineering with YAML, not notebooks

Notebooks are great for designing models, not deploying them.Source: PexelsMost data scientists spend the majority of their working hours in a notebook. As a result, most production machine learning platforms prioritize notebook support. If you try out a new production ML platform, chances are its onboarding tutorial will begin with a .ipynb file.When we built…

Tell HN: Zoom runs application from Time Machine backup when uninstalled on Mac

Tell HN: Zoom runs application from Time Machine backup when uninstalled on Mac 89 points by vicken 1 hour ago | hide | past | web | favorite | 15 comments I noticed something really peculiar this morning when I was invited to a Zoom meeting. I had uninstalled Zoom the night before but when I…
Machine translates brainwaves into sentences – BBC News

Machine translates brainwaves into sentences – BBC News

Image copyright SPL Image caption Brain activity was fed into a computer system, which recognised recurring features in the data Scientists have taken a step forward in their ability to decode what a person is saying just by looking at their brainwaves when they speak.They trained algorithms to transfer the brain patterns into sentences in…
Can a time machine offer us the meaning of life?

Can a time machine offer us the meaning of life?

We are continuing our discussion of Ted Chiang’s Exhalations. Today (and one day late thanks to the MLK holiday), I give some thoughts on the first short story of the collection, “The Merchant and the Alchemist’s Gate” and kick off the discussion for the second short story of the collection, the eponymous “Exhalation.” Previous editions…
This X-ray machine looks like it’s straight out of Star Trek – Engadget

This X-ray machine looks like it’s straight out of Star Trek – Engadget

Medical imaging tools like X-rays and CT scans are some of the best ways to detect potential health problems. But as common as they are here in the US, those machines often cost millions of dollars and are quite expensive to operate. Because of this, two-thirds of the world's population doesn't have access to X-rays.…

New Machine Keeps Human Livers Alive for One Week Outside of the Body

A surgeon connects the donor liver to the perfusion machine. (USZ) Until now, livers could be stored safely outside the body for only a few hours. With the novel perfusion technology, livers - and even injured livers - can now be kept alive outside of the body for an entire week. This is a major…
Top minds in machine learning predict where AI is going in 2020

Top minds in machine learning predict where AI is going in 2020

AI is no longer poised to change the world someday; it’s changing the world now. As we begin a new year and decade, VentureBeat turned to some of the keenest minds in AI to revisit progress made in 2019 and look ahead to how machine learning will mature in 2020. We spoke with PyTorch creator…

Ask HN: Full on Machine Learning for 2020, what are the best resources?

I’d suggest:https://fast.ai - good intro on practical neural networks.I wrote a guide to ML based NLP. We identify if a sentence is a question, statement or command using neural networks:https://github.com/lettergram/sentence-classificationThe truth is you don’t need to understand all the math right away with neural networks. Mostly it’s getting an understanding of why you use a…

The Machine Learning Reproducibility Checklist [pdf]

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Finally, machine learning interprets gene regulation clearly – Phys.org

Finally, machine learning interprets gene regulation clearly – Phys.org

A mathematical thermodynamic model for gene regulation (top, left) is formulated as an artificial neural network (ANN) (bottom, left). Large DNA datasets are fed through the new ANN (right). The pattern of connections is presented in a way that is easy for biologists to interpret. Credit: Kinney lab/CSHL, 2019 In this age of "big data,"…

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New Gaming PC Comes With Built-In Xbox One or PS4 –...

PC gaming or console gaming? Why not both? Today at CES 2020 in Las Vegas, custom system builder Origin PC launched the Big O, a gaming rig that starts at $2,500 and comes with your choice of Xbox One S or PlayStation 4 Pro built into the case. Originally conceived as a gaming PC with…

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