Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData) profile picture

Leader of data scientists and analytics at Allegion, Plc. Loves all things #rstats, #python, data visualization and machine learning.

Indianapolis, IN
Joined January 2016
Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)Photo by Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ (@NickDoesData)
Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
We need more innovation like this
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
The โ€œData Horror Stories Songโ€, inspired by a tweet by @rogierK and commissioned by @LisaDeBruine Any of these ever happened to you? #rstats #Statistics #DataScience
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
AIgos/AI are UNIQUELY BAD at predicting rare events. They model the world via patterns in data, and by def sudden ruptures aren't marked by such patterns. While this won't work, it will expand surveillance & likely conflate street protest & insurrection. washingtonpost.com/technologโ€ฆ
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
oh you have a weighted blanket? haha that's cute, I sleep with the crushing weight of all the shitty code I wrote years ago still running in production
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Am very, very ready for the deep learning hype curve to start dying down. ๐Ÿ˜… *So much* business value can be claimed with basic statistics, exploratory data analysis, and traditional machine learningโ€“and those techniques require just a fraction of the time and complexity of DL. โ€“ at Austin, TX
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Holy Shit: CDC now saying that fully vaccinated people no longer need to switch doors in the Monty Hall Problem!
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Top terms searched on Google in 2020. #dataviz Source: reddit.com/r/dataisbeautifulโ€ฆ
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Learning how and which business problems to solve with machine learning takes practice. I ask myself Qs like these: - How might I use ML to solve this? What would the deliverable be? Who would use it, when, and how? And just as important: - How could I solve this without ML?
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
๐Ÿค–โšก scikit-learn tip #37: New in version 0.23: Create interactive diagrams of Pipelines (and other estimators) in Jupyter! Click on any element to see more details. You can even export the diagram to a file! See example ๐Ÿ‘‡ #sklearntips #MachineLearning #Python #DataScience
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Did I spend entirely too long this weekend on this #tidytuesday on #thatswhatshesaid jokes from #TheOffice? Yes, almost certainly, but it's a pandemic- just let me be myself! #rstats
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Tonight it's a Bloomberg chart for the win. Good luck deciphering the starting axis and the gridline increments on this one.
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
Some work-in-progress illustrations to gently introduce some concepts for 2-sample t-tests & how to think about p-values. Meant as teaching aids, not as a comprehensive standalone lesson. Caveats & assumptions abound. ๐Ÿงต
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
OK boomR!!
After discussing base vs tidyverse in the context of generational conflicts with @RStudioJoe, I will from here on out refer to base R as "boom-R". #rstudioconf #rstats @SHaymondSays @srmaster @ibddoctor @DrDanHolmes
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
1st blog post: takes a month, attempts to be perfect, read by no-one . . . 100th blog post: takes 2 hours, realize done > perfect, read by lots You get better by writing a lot, not by trying to be perfect. Let go and press publish. Then start your next one.
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
[Nickelback voice] Look at this infograph!
This quoted post is unavailable.
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
|๏ฟฃ๏ฟฃ๏ฟฃ๏ฟฃ๏ฟฃ๏ฟฃ๏ฟฃ๏ฟฃ| You've got what it takes to be a data scientist if you want to beโœจ |๏ผฟ๏ผฟ๏ผฟ๏ผฟ๏ผฟ๏ผฟ๏ผฟ๏ผฟ| ย ย ย ย ย ย ย ย  \ (โ€ขโ—กโ€ข) / ย ย ย ย ย ย ย ย ย ย  \ย ย ย ย ย  / ย ย ย ย ย ย ย ย ย  ย ย  --- ย ย ย ย ย ย ย ย ย ย ย  |ย ย  |
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
just learned with horror that deleting any of the "family" emojis in google slides does not remove the emoji, but rather kills off each individual family member one by one, starting with the children
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
When something in a piece of software makes you say "what were the developers thinking?" ...they were probably thinking of constraints you're not considering.
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
I don't see any good reason for the modifier "domestic" in "domestic terrorism". Is it lesser than international terrorism, somehow? Is "domestic" meant to soften and make it sound less scary, like "racially charged" in lieu of racist? Just call it terrorism if it's terrorism.
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Nick Heitzman ๐Ÿ“Š๐Ÿ“ˆ retweeted
The most important thing you can do as an industry data scientist is have regular code reviews/knowledge shares w/ your data warehouse team. They know exactly what/where all the data is and all the little details that others don't. Do this early and prevent a bunch of headaches.
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