What data scientists think they need for a good solution:
• Bigger servers
• Bigger data
• Bigger models
What they SHOULD be using for a good solution:
• A smaller model
• A deep knowledge of the data
• A debugger
Rapid iteration + solid theory + solid coding = success
Somehow the graphing of the spikes and troughs over time lends a clarity to the last two years which otherwise often seem a blur.
It also puts in starker perspective just how much more sudden & pervasive the Omicrom surge was compared to previous waves. #Datavisualization
The US pandemic: We know what a country-wide surge looks like (wave 5). It's clear now that wave 6 (BA.2), yet still in the works, will not resemble that
Big tech equals big moves … as of last Friday, NASDAQ 100 has moved up or down by at least 1% on 73% of trading days this year, highest share since tech bust in early 2000s
@Bloomberg
As part of our latest efforts toward ‘textless NLP,’ which aims to break free of reliance on text for training, we’ve achieved a new model that can generate chit-chat with pauses, ‘ums,’ and overlapping speech just from raw audio. Learn more: https://t.co/U0IebF9v5B
He lost his arm in an accident. A new surgery and a bionic prosthetic are giving him back unprecedented control. https://t.co/IaIDUm4TE4 via @BostonGlobe (by @michaelblanding ... featuring @hughherr / @medialab)
Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective
abs: https://t.co/u30SkBPUD0
If you love exploring the beautiful patterns that underpin mathematics, don't miss @barrysmyth's gorgeous visualizations of a hundred 1/n fractions. https://t.co/cDtZKMoM0D
I'm pretty excited to see mainstream ML conferences like NeurIPS and ICLR incorporating some level of ethical reflection in reviews.
This is a step that I don't think even @FAccTConference and @AIESConf have taken yet.
https://t.co/OPLzsj3mjg
Coinbase’s highly anticipated direct listing had touched off a frenzy in demand for all things #crypto. A tumble shortly after its debut dented the euphoria https://t.co/kGjvDHxfBi
More on @crypto: https://t.co/iv2CYrB8NN $COIN #Bitcoin
"PyCaret is an alternate low-code library that can be used to replace hundreds of lines of code with few lines only." @moezpycaretorg1 shares a tutorial on time series forecasting with PyCaret. https://t.co/FgT4jfDhKv
So @emilymbender@mmitchell_ai did a thing the other day! 😀 Great chat about the ethics and implications of large language models! Thank you both! https://t.co/1ZcfyMzbyK