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Jul 27 • 6 tweets • 6 min read
Last up in this track we have @isabelizimm Demystifying MLOps! #rstudioconf2022 #rstudioconf #rstats Opening slide for Isabel's ...
Modeling is like creating a recipe, MLOps is actually baking / delivering the cookies. #rstudioconf2022 #rstudioconf #rstats The model deployment cycle,...
Versioning is useful to track changes over time, but also for different implementations.
pins are available in #rstats and 🐍
Combines with vetiver (also in both) to make versioning straightforward! #rstudioconf2022 #rstudioconf #rstats Versioning in both R and py...
Deploy in a REST api (not PMML, not databases) for flexible modeling and integration #rstudioconf2022 #rstudioconf #rstats Cartoons of an oven and a c...
Vetiver also helps you monitor for data drift & model drift. Can compute metrics and pin to keep versions of metrics to see when things change. Missed the photo but it also has at least one plotting function #rstudioconf2022 #rstudioconf #rstats
See vetiver.rstudio.com for more! #rstudioconf2022 #rstudioconf #rstats The cookies taking a bow an...

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More from @JonTheGeek

Jon Harmon Profile picture
Jul 29
Now that #RStudioConf2022 is over and I've had some time to process, it's time for a 🧵 to look back and summarize my copious notes. Hopefully this can be useful to someone other than just me! #RStudioConf #RStats #PyData
Before the conf proper, I TAed the 🔮 {tidymodels} workshop. Because @rstudio / #Posit are who they are, all workshop materials are free and open via github.com/rstudio/rstudi… (github.com/rstudio-conf-2… in case that link ever breaks) #RStudioConf2022 #RStudioConf #RStats
#RStudioConf2022 proper kicked off with a pre-keynote announcement from @fly_upside_down & @hadleywickham. As you've probably heard, @rstudio is now #Posit 💭. My thread (with old hashtag):
#RStudioConf #RStats #PyData
Read 20 tweets
Jon Harmon Profile picture
Jul 28
Yay! Time for @coolbutuseless! #RStudioConf2022 #RStudioConf #RStats Mike starting his speech.
Moonshot goal: he decided to write and play a video game in #RStats. From what I've seen on twitter I suspect he also submitted it to #RStudioConf as a commitment device. #RStudioConf2022 Mike's moonshot, with an as...
He focused on pixel graphics, using base #RStats to draw rectangles (pixels). #RStudioConf2022 #RStudioConf Pixel Graphics. On the righ...
Read 9 tweets
Jon Harmon Profile picture
Jul 28
Now @brshallo parsing R files! #RStudioConf2022 #RStudioConf #RStats Bryan on stage.
Ha, yes, I've also been known to obsessively follow projects, Bryan! When I heard the tune 📦was coming but github.com/tidymodels/tune was a 404, I set up something to check it every couple hours then beepr::beep when it wasn't a 404 anymore 😁 #RStudioConf2022 #RStudioConf #RStats Eye emoji watching various ...
Oh hey that's what he does for us! spot_fun_files sounds like my kind of function! #RStudioConf2022 #RStudioConf #RStats
Read 5 tweets
Jon Harmon Profile picture
Jul 28
Now we have @yjunechoe talking about ggplot2 internals and his cool ggtrace package! #RStudioConf2022 #RStudioConf #RStats June Choe on stage.
Slides! yjunechoe.github.io/ggtrace-rstudi… #RStudioConf2022 #RStudioConf #RStats
Huh on the stream you can often see both the slides and the speaker! Neat! #RStudioConf2022 #RStudioConf #RStats June at the podium, next to...
Read 11 tweets
Jon Harmon Profile picture
Jul 28
Yay next it's @Mayacelium with onbrand-rstudioconf2022.netlify.app
Shes gonna show us how to make a coordinated design system. #RStudioConf2022 #RStudioConf #RStats
Keep the ui consistent. She's showing how we can have a rules based system so those of us who don't know how things SHOULD work can get it pretty much right. #RStudioConf2022 #RStudioConf #RStats Bad ui with different sized...
Rules, constraints, and principles to help us stay on track. #RStudioConf2022 #RStudioConf #RStats Squares labeled rule, const...
Read 8 tweets
Jon Harmon Profile picture
Jul 28
Up next: @GregSwinehart with Designing for people is hard. He made the shiny logo! It was original a baseball shirt (thus the font)! #RStudioConf2022 #RStudioConf #RStats Greg on stage with the shin...
What's it like to be a ui designer? It is awful. Also it is awesome. It just depends if things are working and/or pretty! #RStudioConf2022 #RStudioConf #RStats I hate it A heart with text "I l...
"how can we make shiny apps look better?" #noHTML #noCSS
* Look
* Functionality

#RStudioConf2022 #RStudioConf #RStats
Read 11 tweets

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