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Tiffany Timbers

@tiffanytimbers.bsky.social
216 followers 170 following 82 posts

Associate Professor of Teaching in Statistics, Master of Data Science program Instructor, UBC, Vancouver, Canada | she/her

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Tiffany Timbers @tiffanytimbers.bsky.social · 31/08/2026
This year I am moving to paper-based knowledge checks at the beginning of lectures to act as an accountability mechanism and for formative assessment of pre-lecture video watching and readings. #datascience #education #LLMs #AI
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Tiffany Timbers @tiffanytimbers.bsky.social · 06/08/2026
One of the best papers I have read recently about teaching programming/coding in the AI era. Great arguments and practical advice. Programmers Aren’t Obsolete yet: A Syllabus for Teaching CS Students to Responsibly Use Large Language Models for Code Generation: www.scitepress.org/Papers/2025/...
scitepress.org
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Posit @posit.co · 29/06/2026
Posit has joined the Jupyter Foundation! 🎉 @jupyter.org has powered interactive computing across our tools for years, from Notebooks to the kernels behind Positron. Now we're helping fund the infrastructure and community that keep it thriving. Read the blog: opensource.posit.co/blog/2026-06...
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/06/2026
In case you missed it last week, @minecr.bsky.social any my paper on "Ten simple rules for teaching data science" is now out in @plos.org Computational Biology: journals.plos.org/ploscompbiol...
journals.plos.org
Ten simple rules for teaching data science
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Michael Friendly @datavisfriendly.bsky.social · 17/06/2026
BREAKING The R Core Team just awarded the prestigious Rousseuw Prize in statistics, stats equivalent of Nobel Prize 🏆 🏆🏆🏆 #rstats A team effort over many years suitably recognized
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/06/2026
In case you missed it last week, @minecr.bsky.social any my paper on "Ten simple rules for teaching data science" is now out in @plos.org Computational Biology: journals.plos.org/ploscompbiol...
journals.plos.org
Ten simple rules for teaching data science
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Tiffany Timbers @tiffanytimbers.bsky.social · 16/06/2026
Our open introductory data science textbooks are reaching further across the globe each year! Exciting to see the data! Links to books: - datasciencebook.ca - python.datasciencebook.ca
Chloropleth map showing the global usage of the Data Science: A First Introduction books.
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Tiffany Timbers @tiffanytimbers.bsky.social · 11/06/2026
Thrilled to share that @minecr.bsky.social and my paper on Ten simple rules for teaching data science is now available from @plos.org Computational Biology! journals.plos.org/ploscompbiol...
journals.plos.org
Ten simple rules for teaching data science
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Tiffany Timbers @tiffanytimbers.bsky.social · 11/06/2026
Thrilled to share that @minecr.bsky.social and my paper on Ten simple rules for teaching data science is now available from @plos.org Computational Biology! journals.plos.org/ploscompbiol...
journals.plos.org
Ten simple rules for teaching data science
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BF Francis Ouellette @bffo.bsky.social · 11/06/2026
From @tiffanytimbers.bsky.social & @minecr.bsky.social in @plos.org #Computational #Biology | Ten simple rules for teaching data science | #Education #Bioinformatics #DataScience #PLOSCBTSR CC/ @carpentries.carpentries.org | 🧬🖥️🧪🔓 ⬇️ journals.plos.org/ploscompbiol...
journals.plos.org
Ten simple rules for teaching data science
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The Carpentries @carpentries.carpentries.org · 04/06/2026
The Carpentries in collaboration with AI Carpentry will host the first set of discussions in a series of 𝐆𝐞𝐧𝐀𝐈 + 𝐓𝐞𝐚𝐜𝐡𝐢𝐧𝐠 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐃𝐢𝐬𝐜𝐮𝐬𝐬𝐢𝐨𝐧𝐬 on 18 June, at 12:00 UTC and 19:00 UTC. Register below: Session 1: pretix.carpentries.org/community-ev... Session 2: pretix.carpentries.org/community-ev...
GenAI + Teaching Discussion Session 18 June 2026 12:00 UTC & 19:00 UTC Hosted by AI Carpentry and The Carpentries
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Tiffany Timbers @tiffanytimbers.bsky.social · 04/06/2026
Link to slides from my talk at the 2026 SSC annual meeting yesterday. Talk title: "OERs in action: practical strategies for inclusive and recognized teaching innovation." docs.google.com/presentation...
docs.google.com
ssc-OERs-in-Action-Practical-Strategies-for-Inclusive-and-Recognized-Teaching-Innovation
OERs in action: practical strategies for inclusive and recognized teaching innovation. Tiffany Timbers, Ph.D. Associate Professor of Teaching, Dept. of Statistics
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Tiffany Timbers @tiffanytimbers.bsky.social · 04/06/2026
Link to slides from my talk at the 2026 SSC annual meeting yesterday. Talk title: "OERs in action: practical strategies for inclusive and recognized teaching innovation." docs.google.com/presentation...
docs.google.com
ssc-OERs-in-Action-Practical-Strategies-for-Inclusive-and-Recognized-Teaching-Innovation
OERs in action: practical strategies for inclusive and recognized teaching innovation. Tiffany Timbers, Ph.D. Associate Professor of Teaching, Dept. of Statistics
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Tiffany Timbers @tiffanytimbers.bsky.social · 10/04/2026
Less than one week before the survey closes!!!
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Tiffany Timbers @tiffanytimbers.bsky.social · 31/03/2026
Our survey closes in just 2 weeks!!! 🏁 Calling folks working in a #DataScience (or related) role 📣 – we want you to fill out our survey aiming to understand if and how practicing data scientists use and integrate #LLMs 🤖 into their data science tasks. www.linkedin.com/posts/tiffan...
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Tiffany Timbers @tiffanytimbers.bsky.social · 09/03/2026
Only 37 days until the survey closes! Data scientists, we need your help! #LLM #DataScience
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Tiffany Timbers @tiffanytimbers.bsky.social · 09/03/2026
Only 37 days until the survey closes! Data scientists, we need your help! #LLM #DataScience
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Tiffany Timbers @tiffanytimbers.bsky.social · 02/03/2026
Aint that the truth
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Tiffany Timbers @tiffanytimbers.bsky.social · 28/02/2026
@pwhlgoldeneyes.bsky.social how do I get my child's birthday announced at the game tomorrow?
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Tiffany Timbers @tiffanytimbers.bsky.social · 29/01/2026
Calling folks working in a #DataScience (or related) role 📣 – we want you to fill out our survey aiming to understand if and how practicing data scientists use and integrate #LLMs 🤖 into their data science tasks. www.linkedin.com/posts/tiffan...
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/02/2026
Calling folks working in a #DataScience (or related) role 📣 – we want you to fill out our survey aiming to understand if and how practicing data scientists use and integrate #LLMs 🤖 into their data science tasks. www.linkedin.com/posts/tiffan...
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Tiffany Timbers @tiffanytimbers.bsky.social · 04/02/2026
"Ten simple rules for teaching data science": arxiv.org/abs/2602.02874 A new preprint by @minecr.bsky.social and myself. We'd love any feedback!
arxiv.org
Ten simple rules for teaching data science
Teaching data science presents unique challenges and opportunities that cannot be fully addressed by simply borrowing pedagogical strategies from its parent disciplines of statistics and computer scie...
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Tiffany Timbers @tiffanytimbers.bsky.social · 29/01/2026
Calling folks working in a #DataScience (or related) role 📣 – we want you to fill out our survey aiming to understand if and how practicing data scientists use and integrate #LLMs 🤖 into their data science tasks. www.linkedin.com/posts/tiffan...
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Tiffany Timbers @tiffanytimbers.bsky.social · 13/01/2026
Ana Elisa Lopez, @rohanalexander.bsky.social and my paper, "Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education" is now available (the "Just Accepted" version) from Harvard Data Science Review: hdsr.mitpress.mit.edu/pub/xv4hxs7u...
hdsr.mitpress.mit.edu
Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education
Forthcoming. Now Available: Just Accepted Version.
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Tiffany Timbers @tiffanytimbers.bsky.social · 13/01/2026
Ana Elisa Lopez, @rohanalexander.bsky.social and my paper, "Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education" is now available (the "Just Accepted" version) from Harvard Data Science Review: hdsr.mitpress.mit.edu/pub/xv4hxs7u...
hdsr.mitpress.mit.edu
Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education
Forthcoming. Now Available: Just Accepted Version.
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UBC Statistics @stat.ubc.ca · 09/10/2025
Join us on Oct 15 for an education leadership seminar featuring guest speaker Chelsea Uggenti, Assistant Prof. of teaching at the University of Waterloo. 🗣️Talk title: Discipline-Specific TA Training: A Scalable Model for Departments 🕐 1 - 2 PM 📍 ESB 4192 & Online Learn more 👉 tinyurl.com/ydutyeub
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Tiffany Timbers @tiffanytimbers.bsky.social · 06/10/2025
What are kids books that introduce statistical thinking? I'm thinking ones aimed at > 5-6 year olds. So not Bayesian Stats for babies type books.
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Tiffany Timbers @tiffanytimbers.bsky.social · 06/10/2025
What are kids books that introduce statistical thinking? I'm thinking ones aimed at > 5-6 year olds. So not Bayesian Stats for babies type books.
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Tiffany Timbers @tiffanytimbers.bsky.social · 23/09/2025
@vancouverrisefc.bsky.social - the UBC Master of Data Science program has opened its called for data science capstone project proposals, we'd love to support women's sports here in Vancouver and work with you! We've worked with the @whitecapsfc.bsky.social in the past and its been fantastic.
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Tiffany Timbers @tiffanytimbers.bsky.social · 23/09/2025
The call for UBC Master of Data Science capstone project proposals is open 📢 - Soft deadline is Oct 15th (you get feedback) - Hard deadline is Nov 30 Checkout our about link for more info and links to submit: ubc-mds.github.io/capstone/abo...
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Rohan Alexander @rohanalexander.bsky.social · 12/09/2025
😢
Screenshot of a quote from a professor about how they are reflecting on their role in an LLM world:
"I love this question because it made me both very happy and very sad to think about. So, on some level, what is the actual mission and purpose? Like, why am I a teacher? What am I here for? For these students? That hasn’t changed at all. And I can send you the link to it, but I also looked up, we have, at the [names institution], this graduate profile, our kind of aspirational statement, of what we think all students who have left us with a degree should have. And it includes things like being scholars, they’re knowledgeable and curious, excited by ideas, and conscientious in their efforts to understand the complexities of their communities and the world. And I love that."
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Tiffany Timbers @tiffanytimbers.bsky.social · 18/09/2025
#LLM #GenAI #Education #DataScience #DataScienceEducation #rstats #pydata
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Tiffany Timbers @tiffanytimbers.bsky.social · 18/09/2025
Preprint of “Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education” available: arxiv.org/abs/2509.12283 By Ana Elisa Lopez-Miranda (an exceptional undergrad!), myself and @rohanalexander.bsky.social Comments and feedback welcome!
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Tiffany Timbers @tiffanytimbers.bsky.social · 18/09/2025
Feedback on our new preprint is welcome and appreciated!
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Ted Laderas @tladeras.bsky.social · 10/09/2025
In a week (9/17), I'll be giving a talk at PositConf about WebR/Pyodide for teaching. Curious about how to use R and Python in the browser effectively for teaching? Come learn about how we use it for teaching intro courses at the Fred Hutch Data Science Lab! #datascience #teaching #rstats #python
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Tiffany Timbers @tiffanytimbers.bsky.social · 21/08/2025
THIS IS AMAZING!
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Tiffany Timbers @tiffanytimbers.bsky.social · 18/08/2025
Spots are still available! Become a more efficient #Python programmer at posit::conf(2025)! 🐍 ⚙️ Improve machine learning with scikit-learn, me (Tiffany Timbers) and Katie Burak. 🎟️ Learn more: posit.co/conference/
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UBC Master of Data Science @ubcmds.bsky.social · 13/08/2025
Are you interested in partnering with our talented data science students? @ubcmds.bsky.social is now accepting capstone proposals for our next cohort! Register for our virtual capstone information session on September 12, 2025 to learn more: bit.ly/416zaf4
An image of a woman studying

Against a dark blue background, text that reads
Got Data? 
Let Our Students Help

Discover how your organization can collaborate with our MDS students to tackle your data challenges.

September 12
Info Session

In a gold coloured box, text that reads Reserve Your Spot
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Posit @posit.co · 12/08/2025
Become a more efficient #Python programmer at posit::conf(2025)! 🐍 🐻‍❄️ Learn to wrangle, analyze, and visualize data efficiently using @pola.rs with @jeroenjanssens.com. ⚙️ Or, improve machine learning with scikit-learn, @tiffanytimbers.bsky.social, and Katie Burak. 🎟️ Learn more: posit.co/conference/
A promotional poster for a conference talk titled "Exploratory Data Analysis with Python Polars." The poster features a person smiling, with their name "Jeroen Janssens" and the word "Posit" next to their image. The bottom of the poster has the Posit logo, and the text "conf (2025)," "Atlanta," and "Sept. 16-18." Three isometric cubes in pink, green, and blue are in the bottom right corner.A promotional poster for a conference talk titled "Machine learning with scikit-learn in Python." The poster features two photos of presenters, with their names and affiliation listed as "Tiffany Timbers University of British Columbia" and "Katie Burak University of British Columbia." The bottom of the poster has the Posit logo, and the text "conf (2025)," "Atlanta," and "Sept. 16-18." Three isometric cubes in pink, green, and blue are in the bottom right corner.
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Tiffany Timbers @tiffanytimbers.bsky.social · 12/08/2025
Super excited to be teaching at posit::conf again this year! Interested in learning about how to do machine learning with Python and scikit-learn? Register for our workshop!
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Claus Wilke @clauswilke.com · 08/08/2025
A paragraph is longer than a sentence. open.substack.com/pub/clauswil...
open.substack.com
A paragraph is longer than a sentence
Dear writers of the internet:
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Tiffany Timbers @tiffanytimbers.bsky.social · 08/08/2025
I was lucky to mentor these amazing students this year! What an interesting and great project 🎉
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Posit @posit.co · 06/08/2025
Announcing a new blog series on LLMs from @veerle.hypebright.nl! Part 1: "What LLMs Actually Do (and What They Don't)" breaks down complex concepts like transformers, hallucinations, and RAG in simple terms. Check it out here: shiny.posit.co/blog/posts/s... #RStats #LLM #PythonProgramming
shiny.posit.co
Shiny - What LLMs Actually Do (and What They Don’t)
Shiny is a package that makes it easy to create interactive web apps using R and Python.
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Jeroen Janssens @jeroenjanssens.com · 21/07/2025
I just finished recording an amazing #PydyTuesday Uncut episode with @wesmckinney.com. We look at scraped GitHub data, untangle deeply nested JSON, and create some sort of pulse signal for various popular GitHub repos. 📽️ Watch the full episode here: lnkd.in/eKtuxAjg
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/07/2025
Are you teaching an introductory #datascience course this fall? If so, consider adopting our open source textbook! We have versions for both R and Python, as well as worksheets and assignments to accompany each chapter! - Python: python.datasciencebook.ca - R: datasciencebook.ca
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/07/2025
Just read "A New Era of Learning: Considerations for ChatGPT as a Tool to Enhance Statistics and Data Science Education" by A.R. Ellis & E. Slade. I loved their ending paragraph, what a fun & cute easter egg! www.tandfonline.com/doi/full/10....
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/07/2025
Are you teaching an introductory #datascience course this fall? If so, consider adopting our open source textbook! We have versions for both R and Python, as well as worksheets and assignments to accompany each chapter! - Python: python.datasciencebook.ca - R: datasciencebook.ca
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Posit @posit.co · 17/07/2025
Ready to plan your #positconf2025 adventure? The posit::conf(2025) agenda is LIVE, packed with incredible workshops, keynotes, and talks. Plan your perfect conference with Sam Parmar's Agenda Chat Bot, powered by #RStats shinychat, ellmer, and ragnar. Check it out! posit.co/blog/posit-c...
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Tiffany Timbers @tiffanytimbers.bsky.social · 16/07/2025
Just read "What should data science education do with large language models" by Tu et al., where they shared their thoughts on how data science educators should (and should not) use LLMs in data science ed. Paper link: hdsr.mitpress.mit.edu/pub/pqiufdew... Their use recommendations included 🧵:
hdsr.mitpress.mit.edu
What Should Data Science Education Do With Large Language Models?
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Tiffany Timbers @tiffanytimbers.bsky.social · 17/07/2025
Interested in learning about using Python for #MachineLearning with the widely used scikit-learn package? Come take a workshop with Katie Burak and myself at #posit::conf2025 in Atlanta in September! reg.rainfocus.com/flow/posit/p...
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