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
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)
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)
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
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:
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.
I use R for research.
It's quick to make analysis.
And now I'm super good with it.
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.
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.
And then they brought this slide up.
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
🧹 #tidymodels
🔮 more predictive modeling
🔵 @quarto_pub!
🔗 sta210-s22.github.io/website
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!
NEW BLOG POST: Machine learning in a hurry: what I've learned from the #SLICED ML competition
varianceexplained.org/r/sliced-ml/ #rstats
varianceexplained.org/r/sliced-ml/ #rstats
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 🧵
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)
Perhaps the most important innovation is the combination of recipes (feature engineering) and models into an encapsulated workflow. (Continued)
🧵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!
🧵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/
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…
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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
