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I had an awesome first day at @Zymergen and really looking forward to cranking out some models.
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Tim Gushue ๐๐ฅ
2.6K posts
Tim Gushue ๐๐ฅ
@ito
Data Scientist Mastodon: @[email protected]
Oakland, CA ๊ฐ์
์ผ Temmuz 2013
1.6K ํ๋ก์441 ํ๋ก์
@vikasgorur @roach @jkup @ramenlabs @markmahoney @siggy He should write โThe Missing Manager Guideโ where you do all the effective non-traditional leadership.
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@ito @roach @jkup @ramenlabs @markmahoney @siggy to this day I tell the story of, "in Silicon Valley, I had managers like @siggy with whom I got stoned on a BART train"
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the ONLY fun organized corporate team building activity is a really difficult escape room, as organized by @siggy
Coda@coda_hq
What is your go-to team-building activity?
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@vikasgorur @roach @jkup @ramenlabs @markmahoney Computer History Museum
Electronic Frontier Foundation
Pinball Museum
@siggy was ๐ฅyโall
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
Teachers and students. UCLA is offering 3 courses in causal inference. The one in computer science is taught by Prof. Adnan Darwiche
Here is a recording of his first two lectures:
โPart A: youtube.com/watch?v=ci3muJโฆ
โPart B: youtube.com/watch?v=MKrUUMโฆ
Enjoy.
YouTube
YouTube
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
We're hiring! I'm looking for data scientists and software engineers to join my team and to help us build out both our computer vision and chemical machine learning platforms. We also have an opening for a senior scientist. See arrepath.com/careers/ for details and to apply.
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@ScopeKurt @ArrePath Congratulations! It sounds super interesting.
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I'm very excited that @ArrePath is out of stealth mode and I can tell you what I'm working on. We are developing novel antibiotics using an imaging platform to rapidly determine mechanisms of action plus machine learning to rapidly search chemical space.
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
We are hiring Staff Engineers! (backend, frontend, mobile)
Our notion of Staff Eng is heavily inspired by @Lethain's work on it. Specifically:
Please refer anyone you know, RT, or DM me to learn more, or just apply here: jobs.lever.co/airbase/db2810โฆ
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@ScopeKurt I tried to read this but I didnโt have a NYTimes account. So I created one and then it said I had already reached my limit of free stories for this month. RIP
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This article about recruiting in tech now rings true to me. nytimes.com/2022/02/16/magโฆ
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
ยฟNo les ha pasado que en entrevista te preguntan por la complejidad de tu soluciรณn y te hablan sobre "Big O Notation"?
Bueno aquรญ les dejo una clase rรกpida de "Big O Notation"
Espaรฑol
Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
This coming Tuesday at 2-3:30PM PST @seanjtaylor and I will be presenting (in English) at the Nubank Data Science & Machine Learning Meetup, talking about causal identification to a data science/ML audience. If you're interested you can sign up here meetup.com/pt-BR/machine-โฆ
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
Please RT! We have an online workshop "Causal inference from longitudinal data" from Mar 29-Apr 1. Highly interdisciplinary session with experts in neuroscience, psychology, political science, epidemiology & philosophy. Participation is free.
longitudinaldataanalysis.com
(1/4)
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
I think a lot of people underestimate the liberal arts / philosophy value of Math, CS and Stats concepts.
* Taylor Series (things don't have to be perfect to work)
* Bandits/RL (earn/learn trade-off)
* Confidence intervals (uncertainty drops with more data)
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
"OLS of Y on X is unbiased only if X is unrelated to the error e. If there's a term Z related to X in e, the sign of the bias is the product of the signs of Cov(X,Z) and Cov(Y, Z)"
???
"If Z hangs around X but OLS doesn't know about it, it'll give X all the credit for Z"
"oh ok"
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
Let's put this in its proper scale and you'll see that it's an enormous effect: 70 minutes per day = nearly 6 hours per week. A typical work week is 40 hours, so we're talking about effective savings of 15% of the work week! HUGE GAINS.
Nick Bloom@I_Am_NickBloom
WFH saves employees about 70 minutes a day on average. Most (about 60 minutes) from no commute, and the rest (about 10 minutes) from less preparation in the morning. About 1/2 of this saved time goes to working more and 1/2 to leisure/tasks, so employers and employees benefit.
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
ALMOST PERFECT and then I saw the *#&^&#$^ y-axis NOOOooOOO don't DO that to me!!
The White House 46 Archived@WhiteHouse46
We just learned that President Bidenโs first year in office was the strongest year for economic growth since 1984.
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Tim Gushue ๐๐ฅ ๋ฆฌํธ์ํจ
