Marc @marc_data
post-academic data analyst / software dev. currently at fintech startup. code manages other ppls money. databuckets.tumblr.com Florida Joined April 2015-
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holy, and I cannot stress this enough, shit
Some of my biggest regrets stem from being too intimidated to try to learn things I thought would be too difficult. I wasted a lot of time talking myself out of things rather than just giving them a shot.
Guys, hear me out. What if instead of showing students that same convnet picture in 10 different classes, some classes teach ML students engineering principles? Idk, something like unit test, CI/CD, performance profiling, typing, encoding, databases, etc.?
A nice interactive tutorial of critical threshold in complex systems. In the simplest form it's cellular automata with random rules, but can be used to easily explain real world cases e.g. herd immunity. meltingasphalt.com/interactive/go…
Researchers, data analysts, VCs can gain product sense through pattern-matching from large sets of data. PMs, engineers, marketers develop it in the trenches of repeated shipping and iteration.
number of employees of a well-run 100-person start-up that care about the long-term company: 60 number employees of a 10,000-person company that care about the long-term company: 6 this is why start-ups can win.
Fave quotes/comments from #DataMishapsNight: "I hate it when my constants turn out to be variable" "my boss had no idea it was going to be hard" "please find me some data to fit this story I'd like to tell" "I am going to be huge” "spicy extrapolation"
Everybody make mistakes. Coming clean about mistakes is always uncomfortable, but integrity is the data analyst's greatest asset. #DataMishapsNight
Two things I've learned: Way too much competition for entry and associate engineer positions specialty matters DON'T under value your niche skillset DO undervalue your general skills (unless your some wiz) Learn to sell yourself and think on your feet
i'll help! ✨start by using CD for any new deploy targets✨ it can be painful to CD-ify a mature, "stable" service, and the pain can be politically unacceptable; but it is utterly painless to grow up with CD from day one (and has a way of turning doubters into vocal converts) ☺️
i'll help! ✨start by using CD for any new deploy targets✨ it can be painful to CD-ify a mature, "stable" service, and the pain can be politically unacceptable; but it is utterly painless to grow up with CD from day one (and has a way of turning doubters into vocal converts) ☺️
3/ Dapper’s early-days usage issues boiled down to two core challenges: a) The insights were *restricted to the tracing (span) telemetry* b) Those insights could only be accessed *from Dapper.* (And hardly anybody “started” in Dapper from a UX standpoint)
0/ This is a 🧵about my experiences building both the Distributed Tracing and Metrics infra at Google. And, particularly, my regrets. :) Here goes: 👇
Lesson it took me too long to learn: The worst thing you can do to a startup is distract it from what’s most important.
Small bets: - Work with high intensity, for a short time, and not too often. - Work on things that are very likely to pay off, even if the upside is small. - Build on the easy wins to try some speculative bets with more upside. - Do multiple things at the same time.
An EASY button, but for closing out all my social media tabs and Slack, and opening up my code editor on a blank desktop.
OK, this doc is pretty damned good. Clue Density is two standard devs above typical stuff I read in the business strategy space.
OK, this doc is pretty damned good. Clue Density is two standard devs above typical stuff I read in the business strategy space.

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