One Shot Learning
@OneShotLearning
An occasional newsletter analyzing technical and strategic applications of machine learning and AI in the tech industry. By @achompas.
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New issue! Since my birthday surprise layoff from Spotify, I've spoken with almost 40 companies about opportunities in ML engineering and infra. I wrote up my experience & some broader thoughts about the labor market for folks in the hot ML/AI space. acompa.net/mle-job-hunt-2…
This week's issue will be a few days late - busy trying to keep the lights on in Boston! Well, just outside of Boston. 😏 🤔 😓 Wait - not *that* area outside of Boston!
We’re back! This week, the first issue in a series on developing data products. What are the key characteristics of a data product? We explore with help from @dpatil, @emilygsands and @jeremystan. buff.ly/32YNl6e Subscribe: buff.ly/2IfD7VB
👋🏼 Off for summer vacation this week and the next two weeks. Enjoy and stay cool, folks! 🏝️
Issue #8 is in your inboxes! Career arcs are long. Example: I had to maintain a Graphite cluster long ago. buff.ly/2IJTo56
This week, inspired by a great issue of @adriancolyer’s Morning Paper, we cover data validation. Investing in data validation enables more valuable projects, raises confidence in your work, and increases your team’s iteration speed. buttondown.email/oneshotlearnin…
This week, we discuss changes in the data science job market over the last decade. Reconsidering the job market as a matching problem can illustrate difficulties in hiring and surface solutions. Read issue #6 here: buttondown.email/oneshotlearnin… Subscribe: buff.ly/2IfD7VB
buttondown.com
One Shot Learning #6: Like Tinder, but for data scientists trying to make money.
The data science job market has undergone a marked transformation since I first entered it in 2011. As a new round of job advice hits the Electronic Tubes,...
Issue #4 is in the Data Science Roundup by @fishtowndata and @jthandy! One of the best DS newsletters around. roundup.fishtownanalytics.com/issues/10-must…
Issue #5 is out! On @ApacheAirflow and @PrefectIO, linking your technical decisions to the bottom line of the business, and the work required to make a damn good Paloma. buttondown.email/oneshotlearnin…
Back on my grind thanks to a kick from @vboykis and her excellent newsletter. #4 is out! On Airflow, a popular ETL framework requiring significant investment, and how Airbnb uses it to scale the impact of data science at a VC-funded company. buttondown.email/oneshotlearnin…
The second issue of One Shot Learning is out! Data people need tooling that unifies context, code and visualizations. This represents a major opportunity for tech companies, and @NetflixData and @rgbkrk and others are trying to capitalize. buttondown.email/oneshotlearnin…
buttondown.com
One Shot Learning #2: Data people need the right tools.
Hi there! I'm Alejandro Companioni, a data scientist at iHeartRadio with 9.25 years of experience working on software and data stuff. One Shot Learning is a...
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