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Zoubin Ghahramani, Head of Uber AI, discusses how we use artificial intelligence techniques to make our platform more efficient for users.https://ubere.ng/2OSQUbf
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Our forthcoming book dives deep into different tabular modeling approaches, with many experiments. But I'll save you from reading the whole thing, and just show you the conclusion. https://www.amazon.com/Deep-Learning-Coders-fastai-PyTorch/dp/1492045527 …pic.twitter.com/XjuoDncjIn
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Manifold is a visual debugging tool that enables users to quickly identify performance issues in machine learning models.https://ubere.ng/2QsJDxm
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“'Per my last email': The real meaning behind corporate catchphrases”https://twitter.com/i/moments/1222596750109704202 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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1/ A year ago, we wrote about the potential of serverless, but we felt existing infra had key shortcomings. We spent the last year solving some of the core challenges around FaaS + state management, and we're excited to share our progress: https://medium.com/riselab/cloudburst-stateful-functions-as-a-service-abb731098cea …https://twitter.com/vsreekanti/status/1072906391889702912 …
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I’m proud of what we have accomplished together with data in 2019: The millions of VMs and exabytes of data per day contributed to important social issues (energy, diseases, market manipulation). Here’s a recap of 2019: https://databricks.com/blog/2020/01/23/2019-databricks-year-in-review-solving-worlds-toughest-problems.html …pic.twitter.com/CWquWkNX6g
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The program for
#MLSys20 (formerly SysML) is out. Looks like a great mix of papers at the intersection of machine learning and computer systems (some ML for computer systems, some on computer systems for ML).https://twitter.com/atalwalkar/status/1220060498672214018 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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New on the blog today: We implemented a Kappa architecture at
@Uber to effectively backfill streaming data at scale, ensuring accurate data in our platform. https://ubere.ng/2RLt0wi pic.twitter.com/CiP2xYaijF
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Need for speed!

The new /d2ReducedOptimizeHugeFunctions flag in Visual Studio 2019 v16.4 brought our TensorFlow 2.1.0 release builds down from over 48 hours (VS 2017) to under 4.
This is a huge win! Thanks to the @visualc team for their work on this.pic.twitter.com/iiN5If6p8zHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Google Dataset Search is now officially out of beta. "Dataset Search has indexed almost 25 million of these datasets, giving you a single place to search for datasets & find links to where the data is." Nice work, Natasha Noy and everyone else involved!https://blog.google/products/search/discovering-millions-datasets-web/ …
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Although neural networks usually require massive datasets to do impressive things, for me the highlight of
#AlphaFold is the fact that it achieved state-of-the-art using only 30K training examples. Code: https://github.com/deepmind/deepmind-research/tree/master/alphafold_casp13 … Paper: https://www.nature.com/articles/s41586-019-1923-7 …pic.twitter.com/k533FyqD6qHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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I did a deep-dive into
@GitHub Pages, and found it's possible to create a *really* easy way to host your own blog: no code, no terminal, no template syntax. I made "fast_template" to pull this together, & a guide showing beginners how to get blogginghttps://www.fast.ai/2020/01/16/fast_template/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Another popular work on
@DeltaLakeOSS as@ApacheSpark internal github book in the making. Well done!https://twitter.com/jaceklaskowski/status/1218601700224913409 …
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Introducing Reformer, an efficiency optimized
#ML architecture, based on the Transformer model for language understanding, that can handle context windows of up to 1 million words, all on a single accelerator with only 16GB of memory. Read all about it ↓https://goo.gle/2treP7rHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Google spent a decade researching what makes a great boss. They came up with these 10 things.http://on.inc.com/sUJqbaV
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Wow this was more popular than I expected. I've now made the whole thing publicly available under a CC SA license, so you can use it yourself, even in a commercial context! :)https://twitter.com/jeremyphoward/status/1214631480879566849 …
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You can also see the last few years' versions at: 2016: https://ai.googleblog.com/2017/01/the-google-brain-team-looking-back-on.html … 2017: https://ai.googleblog.com/2018/01/the-google-brain-team-looking-back-on.html … 2018: http://ai.googleblog.com/2019/01/looking-back-at-googles-research.html … In addition to the 2019 version at:https://goo.gle/2QZo0UE
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Save the Date for 𝗖𝗮𝗻𝗮𝗱𝗮’𝘀 𝗟𝗮𝗿𝗴𝗲𝘀𝘁 𝗥𝗲𝗮𝗹 𝗘𝘀𝘁𝗮𝘁𝗲 𝗖𝗼𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝗧𝗿𝗮𝗱𝗲 𝗦𝗵𝗼𝘄 -REALTOR® QUEST 2020 on Wednesday, May 27 and Thursday, May 28, 2020, at the Toronto Congress Centre. Stay tuned to http://realtorquest.ca for more updates.pic.twitter.com/MRPvjBtZSL
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In this article, we look at XGBoost: an optimized distributed gradient boosting library designed to be highly efficient, flexible, and portable.
#DataScience#XGBoost#MachineLearninghttps://hubs.ly/H0mrHNz0Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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We’re looking back at some of our most notable posts from 2019. See the highlights and learn more about our work. https://ai.facebook.com/blog/facebook-ai-year-in-review-2019/ …pic.twitter.com/UL2vVSEgjx
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A brand new "Demo: Stream Processing of Delta Table" has just landed