Discover and read the best of Twitter Threads about #tidymodels

Most recents (7)

This is a game-changer:

ChatGPT just made this #r #shiny app for me in under 15 minutes... 🧵

#rstats #datascience
I asked chatgpt a simple question...
And here's what ChatGPT did:

1. It created the basic code for an XGBoost Machine Learning model for scoring the customer spend

(Note: I had to ask it to replace random forest with xgboost and caret with #tidymodels)
Read 11 tweets
BREAKING NEWS: #ChatGPT Breaks #Python VS #R Barriers For #DataScience Teams Everywhere...

And Data Scientists everywhere are in shock.

Here's the LIVE story as it's unfolding.🧵

#rstats #pydata
It's NOT #R VS #Python ANYMORE!

Let me explain with an example that was MIND BLOWING to me.

Here's the background:
I'm an R guy.

I use R for research.

It's quick to make analysis.

And now I'm super good with it.
Read 25 tweets
How my life is changing as a direct result of attending the #RStudioConf 🧵

#rstats
Just 3 days ago, I had the pleasure of watching the #rstudioconf2022 kick off.

I've been attending since 2018 and watching even longer than that.

And, I was just a normal spectator in the audience until this happened.
@topepos and @juliasilge's keynote showed all of the open source work their team has been working on to build the best machine learning ecosystem in R called #tidymodels.

And then they brought this slide up.
Read 10 tweets
This semester I had the pleasure (+ challenge) of teaching Regression Analysis. Much of the content was originally designed by the inimitable @MT_statistics, I’m handing it back w/ 3 updates:

🧹 #tidymodels
🔮 more predictive modeling
🔵 @quarto_pub!

🔗 sta210-s22.github.io/website Course hex logo. The text on the logo reads "STA 210&qu
The curriculum now features a roughly equal dose of inferential and predictive models, using tidyverse and tidymodels for the #rstats code + all course content (website, slides, documents) created w/ Quarto. Source code for everything can be found at github.com/sta210-s22/web….
And importantly, students learned to use @quarto_pub as well! Roughly 75% (of 90 students) came in with one semester of R Markdown experience and the remaining with no R/R Markdown experience, and getting started with Quarto went without a hitch!
Read 6 tweets
NEW BLOG POST: Machine learning in a hurry: what I've learned from the #SLICED ML competition

varianceexplained.org/r/sliced-ml/ #rstats Meme with text:  Planes labeled with "LINEAR MODELS WIT
You can vote for me to go to the playoffs of #SLICED here! forms.gle/1JNC31EAbxTAaf…

To summarize what I've learned so far from #SLICED 🧵
1. The tidymodels #rstats package is a really powerful "pit of success" for machine learning 🔥tidymodels.org

Perhaps the most important innovation is the combination of recipes (feature engineering) and models into an encapsulated workflow. (Continued)
Read 11 tweets
🧵1/9: NEWS: The palmerpenguins R pkg is on CRAN 🐧🎉! Contains structural size measurements & more for 3 penguin species that nest throughout the Palmer Archipelago, Antarctica, collected & published by Dr. Kristen Gorman (@kbgorman_ecoevo) & team @PalmerLTER! Image
🧵2/9: Learn more in our new post on the RStudio Education blog: Release the penguins! education.rstudio.com/blog/2020/07/p…
🧵3/9: @apreshill led palmerpenguins pkg development & made our beautiful site which has more info, examples & visualizations! 🐧🏆 Check out vignettes to download artwork, learn how to do PCA with #tidymodels, + more! allisonhorst.github.io/palmerpenguins/
Read 9 tweets
I'm excited to share a project I'm working with @ozanjaquette @karinaGsalazar @btskinner and Patricia Martin. We're looking at algorithmic bias in enrollment management. The project is available here: github.com/eddatasci/unro…
1/n
We're working on this in a really different way-- inspired by @drob's talk on "Unreasonable effectiveness of public work" (tinyurl.com/ugggdkv) we're posting everything that we do publicly on github. 2/n
Please feel free to comment and suggest improvements or changes! We're working in #rstats, using the #tidyverse as the basis for much of the work. 3/n
Read 12 tweets

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