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Samuel Taylor

@SamuelDataT

Tweets about putting machine learning into prod + opinions about building software. Likes cooking, coding, and kindness. 📈 Data is my middle name.

 Austin, TX
samueltaylor.org/
Joined June 2017
  • Tweets2.1K
  • Following126
  • Followers535
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Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)Photo by Samuel Taylor (@SamuelDataT)
Samuel Taylor retweeted
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Samuel Taylor@SamuelDataT28 Mar 2021
Who decided we should set resolutions in the dead of winter rather than the start of spring?
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Samuel Taylor retweeted
» teej (@teej_m) profile picture
» teej
@teej_m12 Aug 2020
Replying to @mayankmujumdar
Go fast Be right a lot Show your work Trust your stakeholders Dig deeper than asked Bias towards action Memorize as many metrics as possible Communicate early and often Find issues others cant
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That feeling when you finally get that piece of code to run that you have spent hours or even days working on.
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When is it time to deploy an ML model? Thresholding error on held-out data is a start, but not enough. The next step is writing "ML unit tests" to check performance on sub-slices. We're entering the era of test-driven ML development: mlinproduction.com/testing-m…

Test-Driven Machine Learning Development (Deployment Series: Guide 07) - ML in Production

We define what it means to test machine learning models and discuss several different ways of testing models using offline tests.

mlinproduction.com
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Samuel Taylor retweeted
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Samuel Taylor@SamuelDataT7 Jul 2019
Replying to @koehrsen_will
At my first software engineering internship, my mentor gave a stand up update that I still think about: (paraphrase) "I'm not sure what to name this new service, which makes me think I don't understand it well enough".
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Samuel Taylor retweeted
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Samuel Taylor@SamuelDataT22 Jul 2019
Replying to @peteskomoroch @fiddlerlabs
My reaction to 0.94 AUC 3 years ago: "Awesome!" My reaction now: "now hold up a sec"
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We're excited to have Samuel Taylor (@SamuelDataT), Data Scientist for @indeed, presenting at #AllThingsOpen! allthingsopen.org/speakers/s…
Samuel Taylor's headshot for All Things Open.

ALT Samuel Taylor's headshot for All Things Open.

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Sure, your #machinelearning produces accurate results. But is it useful? @indeed data scientist @SamuelDataT warns how #classimbalance can take its toll. Find out how you can detect imbalance and how much is too costly. @ODSC #ODSCWest go.indeed.com/imbalance
birds on utility wires, one on left, many on right

ALT birds on utility wires, one on left, many on right

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.@Indeed Data Scientists @l3link and @atslashhashtag were at #ICLR2019 earlier in May where Ben spoke about improving job seeker-employer match models. Watch: slideslive.com/38915705/impr…
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Treat your tech stack, skills, and career as an investment portfolio There are options that are safe and provide a foundation, things that look good but aren't, and things that are high risk, wild ass guesses. You need to distribute time/risk accordingly
Ralph Schindler (@ralphschindler) profile pictureRalph Schindler@ralphschindler14 Mar 2019
Replying to @taylorotwell
We need the zealots, man. Even when they're fully immersed in whatever idea they are pushing, they are creating excitement and buzz that gets others experimenting. What we need more of is people preaching how to maintain a balance between experimental tech and business value.
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Samuel Taylor retweeted
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Anaconda@anacondainc11 Jun 2018
#Machinelearning is surrounded by so much hype it can seem like magic. Learn the math behind the magic in this machine learning overview, presented by @SamuelDataT of @Indeed at #AnacondaCON 2018. bit.ly/2HEkSql
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Samuel Taylor retweeted
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Anaconda@anacondainc30 Jan 2018
Excited to announce our next round of added speakers for #AnacondaCON! Take a look at all our speakers and be sure to register & take advantage of our Early Bird 2 for 1 special: anacondacon.io/speakers/ @SamuelDataT @therriaultphd
Image from Anaconda (@anacondainc)
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Samuel Taylor retweeted
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RecallAct@recallact17 Jan 2018
New video from @DataSciCon Atlanta 2017: "Use #MachineLearning to Find Your Next Job" by @SamuelDataT recallact.com/ZZD
Image from RecallAct (@recallact)
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How I Hacked My University's Registration System with #Python and @Twilio. Nice post @SamuelDataT twilio.com/blog/2017/06/hack…
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