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Prikvačeni tweet
The AI pyramid of needs, or why you need a solid foundation for effective AI and Machine Learning:https://medium.com/@mrogati/the-ai-hierarchy-of-needs-18f111fcc007 …
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Monica Rogati proslijedio/la je Tweet
Over half the experiments on
@weights_biases are part of hyperparameter sweeps and now we support sweeps explicitly with a lightweight and transparent toolhttps://www.producthunt.com/posts/sweeps/Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
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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Monica Rogati proslijedio/la je Tweet
I completed my 1st data science project ~30 years ago. Since then I've been continuously developing a questionnaire I use for all new data projects, to ensure the right info is available from the start. I'm sharing it publicly today for the first time.https://www.fast.ai/2020/01/07/data-questionnaire/ …
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If your New Year resolution includes fixing long-neglected data pipelines, here's the perfect opportunity:https://twitter.com/AbeGong/status/1206628144448327681 …
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Monica Rogati proslijedio/la je Tweet
The importance of AI ethics we currently have brings us to more specific and applicable topics in this research area. We've summarized 12 important AI ethics research papers from 2019 representative of this trend.
#AI#ethics https://www.topbots.com/top-ai-ethics-research-papers-2019//?utm_source=twitter&utm_medium=company_post&utm_campaign=top_ai_ethics_papers_2019 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
Want to do AI, ML, Data Science (add your favorite buzzword) and care about having a social impact, fairness, and equity? Apply to join us this summer for DSSG at Carnegie Mellon University
@CarnegieMellon@mldcmu@HeinzCollege@SCSatCMUhttps://twitter.com/datascifellows/status/1196424830326902785 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
Almost all of my examples came from women in tech, because they are experts leading the field. - Accelerate quote from
@nicolefv, et al - AI pyramid from@mrogati - DevOps loop from@askmeegs - Risk assessment chain via yours truly (also featured@mmitchell_ai +@timnitGebru)https://twitter.com/KcAmrine/status/1180164903656726528 …
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A demo is worth 1000 lines of code. With Streamlit, you can share your work with wider audiences & preserve the versatility of pure code.https://twitter.com/streamlit/status/1179063216082604033 …
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Monica Rogati proslijedio/la je Tweet
The last ten years of data science have been about collecting as much data as possible. The next ten will be about collecting very little. The big driving factors are: 1. Public/media sentiment and 2. CCPA Lots more detail on why I think so, here:https://vicki.substack.com/p/logs-were-our-lifeblood-now-theyre …
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Monica Rogati proslijedio/la je Tweet
3,000
@InsightFellows, 6 cities, 7 programs - and@GarryTan has been a huge supporter since Day 1, so it was a particular pleasure to talk with him about what we're building at Insighthttps://twitter.com/garrytan/status/1176128054931931136 …
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Monica Rogati proslijedio/la je Tweet
We’re excited to announce DCVC-V! We’ve closed $725 million in fresh capital to intensify our commitment to Deep Tech, tackling global challenges representing a $20+ trillion GDP opportunity: https://www.dcvc.com/post/dcvc-v.html …
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Monica Rogati proslijedio/la je Tweet
Simple statistical methods better than machine learning methods for time series forecasting. A new version of an old result: simple statistical methods often better than more complicated ones. Based on over 1,000 real datasets.https://twitter.com/spyrosmakrid/status/1172499153869529088 …
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Monica Rogati proslijedio/la je Tweet
This is cool:
@confluentinc made it onto the front of the Nasdaq building for coming in #10 on the Cloud 100 ranking.https://twitter.com/Nasdaq/status/1171828222134280198 …
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Monica Rogati proslijedio/la je Tweet
To better understand the technical hiring pipelines, I analyzed 15,897 interview reviews for 27 major tech companies on Glassdoor. I focused on interviews for software engineering related roles, both junior and senior levels. These are some of the main findings. (1/n)
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'Best practices for analyzing large-scale health data from wearables and smartphone apps' -- article from Stanford's
@MobilizeCenter addressing privacy, selection bias and policy implications.https://www.nature.com/articles/s41746-019-0121-1 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
Jennifer Tour Chayes of
@MSFTResearch will become@UCBerkeley's new Associate Provost for the Division of Data Science & Information and Dean of the I School. Chayes is an exceptional leader who excels in building multidisciplinary organizations. More —https://bit.ly/33xYQ4IPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
I am excited to say I finally published "models for integrating data science teams within organizations"https://link.medium.com/g3lsdxo7LY
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Data engineering trends (by
@criccomini): Timeliness: batch -> real time Connectivity: bespoke integrations -> many:many Centralization: centrally managed -> self-serve tooling Automation: manual -> automated toolinghttps://twitter.com/criccomini/status/1155867946490585088 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Monica Rogati proslijedio/la je Tweet
13 months. 250 pages. I wrote an ML book! Want to learn how to ship ML in practice? Check it out! Includes tips from
@WWRob,@mrogati,@cdubhland and more! It'll be out in winter & you can preorder it now. Amazon: http://bit.ly/mlpowered O'Reilly: http://bit.ly/mlpowered-oreilly …pic.twitter.com/PRD5PLfg5S
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Monica Rogati proslijedio/la je Tweet
Lyft open-sourced their autonomous driving dataset from its Level 5 self-driving fleet. - 55k human-labeled 3D frames - 7 cameras, 3 lidars - HD spatial semantic map: lanes, crosswalks, etc - Drivable surface map https://level5.lyft.com/dataset/ pic.twitter.com/uvQ8jmw2UG
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Streamlit is the fastest way to build custom

I've written down some thoughts on the next 2-3 years of data engineering. Would love to hear your thoughts!