Hilary and Roger discuss Hilary’s Use R! keynote presentation, LLMs and R, and whether R (or any programming language) has a future. Also, a brief preview of Roger’s JSM 2024 talk.   Show notes: Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger talk about the commonplace usage of statistics terminology, Apple’s recent AI announcements, and Microsoft’s Recall feature.   Show Notes:  Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss limitations of AI image generation and the possibility of replacing both podcast hosts with robots.   Show Notes: Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss the latest AI news, open source Llama, and the prospect of humanoid robots.   Show Notes: Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Roger and Hilary talk about a consulting engagement gone wrong and whether there have been any good consulting engagements.   Show Notes: Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger talk about whether it might be better if ChatGPT didn’t give you what you wanted.   Show Notes: Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss what makes a data analytic tool informative for a given problem and Hilary, predictably, gets furious.   Show Notes Support us on Patreon Roger Peng Hilary Parker List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger ring in the new year with some discussion of AI and data science, Roger’s upcoming spring semester data science course, and some predictions for 2024.    Show Notes: Support us on Patreon Roger on Twitter/X Roger on BlueSky Hilary on Twitter/X Hilary on BlueSky List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss Hilary’s new ChatGPT consulting business and tease the future of data analysis with AI.   Show Notes: Support us on Patreon Roger on Twitter/X Roger on BlueSky Hilary on Twitter/X Hilary on BlueSky List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss how to improve ChatGPT interactions and important lessons learned from Terminator 2.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger are discussing Python in Excel, speed cubing data, and a grand strategy for AI weapons.   Show Notes: Python in Excel World Cube Association Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss data vs. oil, large language models, automated vehicles, and Hilary contributes to Roger’s research.    Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger return to see if anything has changed in the world since they took their break. Topics include the changing world of social media and the “data as oil” metaphor.   Show Notes: Catching up with the weird world of LLMs Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger make a special announcement and discuss large language models, prompt engineering, and the frustration of teaching R these days.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger discuss Posit ads and continue the discussion of ChatGPT and AI (including AI movies!)   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger debate the impacts and time horizon of ChatGPT and its competitors.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary and Roger reflect on the collapse of Silicon Valley Bank, discuss what the goal of data version control is, and critique Roger’s idea for a way to learn from other people’s data analyses.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger winge about Twitter, correct the record about dbt, and consider more counterfactuals.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell  

Hilary recovers from COVID while Roger throws various difficult discussion topics at her. They talk about Charlie Javice, Data Day Texas, Posit / Palantir, and classified documents.   Show Notes: JP Morgan Chase lawsuit against Frank Palantir news release Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary spills a smoothie and coffee and Roger starts teaching again.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger close out the year discussing brain biomarkers, ChatGPT and AI art, and Roger’s failed experiment with a rocket company.   Show Notes Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger design a coffee experiment, sell some mugs, and discuss Roger’s college transcript.   Show Notes: Not So Standard Mugs Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on DALL-E and discuss the main topic of the day – Twitter and whether there are any viable alternatives. Show Notes: Roger as Cowboy Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Roger’s latest coffee conundrum, remaking the 2007 Apple store, and using DALL-E for ad campaigns. And Roger is hiring a postdoc!   Show Notes: Roger’s Postdoc Ad: https://rdpeng.org/postdoc.html Bootcut Jeans Anthropologie Bootcut Jeans Uniqlo Bootcut Jeans Etsy Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger celebrate their podcast-iversary by discussing The Dropout, Hilary’s startup experience, and developing a totally straightforward system for living in two different locations.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger are back after a short break to discuss Roger’s new job, the meaning of data science, and limited liability algorithms.   Show Notes: UT Austin Statistics and Data Sciences Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger reflect on rstudio::conf(2022) and follow up on assumptions vs. constraints for statistical methods.   Show Notes: Introduction to Modern Statistics Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss the upcoming RStudio Conference and figure out what talks Roger should go to.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on TikTok, Twitter, and then discuss why statisticians are so bad at training people in data analysis.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary is fresh from raising capital and Roger thinks they should start a TikTok account.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss deprecated packages, the tidyverse ecosystem, the end of fashion, creators and platforms, and whether certain people understand data science.   Show Notes: Paper that Roger Meant to Write but Didn’t Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss testing apps on iPods, updating R packages and getting the “email” from CRAN, and going back to conferences.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Docker for analytic pipelines, deep learning, the right/wrong way to get feedback, and the future of Twitter.   Show Notes: Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolation Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger talk about Hilary’s new job as Chief Technology Officer of Indyx.    Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary is back from special assignment in the Yukon. She and Roger talk about prediction modeling (and how Hilary hates it), self-driving cars, and chatting (or not) with virtual agents.   Show Notes Tensorflow MacOS Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Roger welcomes back Lucy D’Agostino McGowan to the show to discuss building prediction models and how they may or may not relate to causal inference.   Show Notes: Lucy D’Agostino McGowan Hundreds of AI tools have been built to catch covid. None of them helped. Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss whether they understand their models, changing programming languages, using RStudio for everything, and deep learning.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger continue to track Roger’s deep learning journey.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Twitter Spaces, career advice, and deep learning.   Show Notes: Deep Learning Book Robert Nowak’s IMS Medallion Lecture Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Sir David Cox, esport competitions, and hand out more bad career advice.   Show Notes: Sir David Cox The Cox Model Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Theranos (for the last time??), Excel as e-sport, and Hilary gives some more bad career advice.   Show Notes: Financial Modeling World Cup Finals The Missing Analytics Executive Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Roger and Hilary discuss the meaning of the Christmas spirit. Show Notes: Support us on Patreon   Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger have a winding discussion about rubrics and check lists. And Hilary observed a functional data science team in the wild.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter List of NSSD Fellows Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on Zillow, talk about negotiation in data science, and discuss the title of data scientist.   Show Notes: WSJ Article on Zillow Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss data analysis and communication, analysis correctness, Zillow Offers, and another installment of Hilary’s Bad Career Advice.   Show Notes: Hilary Parker on Casual Inference Podcast Episode 35 with Sean Taylor What Data Folk Were Saying About Zillow Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger inaugurate a new segment: Hilary’s Bad Advice. Also they discuss spacecraft trajectories calculated with Excel, Theranos, filesystems, and San Francisco data analysis politics.   Show Notes: Trajectory Design of the Lucy Mission Theranos Ask a Manager File Not Found Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss scientific discovery vs. building and designing analyses, Hilary giving bad advice, and Hilary’s new career!   Show Notes: Analytics Power Hour Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger keep track of the Elizabeth Holmes trial, follow up on useful models and formal analysis, and discuss data analysis requirements and experimental design.   Show Notes: Latin square Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss whether models should be correct or useful.   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss the upcoming Elizabeth Holmes trial, hot tea, distraction free computing, and designing a study for detecting data booboos. Also, Roger has a new Patreon benefit!   Show Notes: Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss Internet woes, mugs, data editors, and user testing chocolate.   Show Notes: Cacao ceremony Esalen The Good Chocolate Certified Software by Zhong Shao   Support us on Patreon Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger compare mugs and then follow up on how to incentivize data quality assurance.   Show Notes: Support us on Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on GitHub Copilot, discuss SAS (briefly!), and talk about ways in which people determine that data are “right”.   Show Notes: Hilary’s thread on data checking Support us on Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger talk about tidymodels one more time with listener feedback, discuss the central question of data science, alternate ways to characterize uncertainty, and GitHub Copilot.   Show Notes: Hill’s Criteria for Data Scientists - https://livefreeordichotomize.com/2016/12/15/hill-for-the-data-scientist-an-xkcd-story/ Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger follow up on the discussion about tidymodels and machine learning, and discuss the way evidence is interpreted in the intelligence community.   Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger welcome Julia Silge to the show to talk about tidymodels, modeling, and other important topics.   Show Notes: Julia Silge You Look Like a Thing and I Love You Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger are back with things to talk about, including some follow up on design thinking, how Family Feud is related to data analysis, and the role of trust in data analysis.   Show Notes: Trustworthy Data Analysis (Simply Statistics) Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger discuss some NSSD-centric but ancillary topics for this episode.  Show Notes: Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at nssdeviations @ gmail.com Podcast art by Jessica Crowell

Hilary and Roger go through the mail bag and answer some listener questions about tidymodels, advice for beginners, and negative and positive controls in data analysis.   Show Notes: Finding a lost hiker workflowsets package Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss whether Hilary is becoming the thing she criticizes and how large p-values should really be.   Show Notes: Hilary Asks The Internet Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger talk about the boat, coffee status, and the purpose of prediction modeling frameworks.   Show Notes: Tidymodels.org James Hoffman Ultimate French Press Technique Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger have important pony follow up. They also discuss satellite data, blowing your API quota, and building R packages for data analysis. Show Notes: NSSD Fellows Planet Labs Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary travels back home to take care of some old business. And Roger laughs at her but doesn’t criticize her. Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss using APIs in R, doing short-term contract data/software work, validating paranoia, and lessons learned from data analysis. Show Notes: Y2K Benford’s Law Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger put the nail in the coffin on cars and acceleration, consider possible NSSD Fellow nominations, discuss teaching data analysis, and other topics. Show Notes Hilary’s Poll Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss what happened just after Episode 123, follow up on cars and autopilot, and talk about teaching data analysis without data. Show Notes Gyroscopic autopilot UNISYS and LZW patent Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger welcome the new year and discuss one hot encoding, autopilot as artificial intelligence, and how a car gas pedal works. Show Notes: Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger close out 2020 with a discussion of AI products, the difference between AI and machine learning, reflections on 2020, and milk frothing. Happy New Year everyone! Show Notes: How Bad is Your Spotify? What is AI? Support us through our Patreon page Roger on Twitter Hilary on Twitter Get the Not So Standard Deviations book Subscribe to the podcast on Apple Podcasts Subscribe to the podcast on Google Play Find past episodes Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss the latest COVID gripes, the possibility of a global statistical event, which NSSD episode was their favorite, and whether human interaction is the only source of problems in data analysis. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss a systematic framework for debugging. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Hilary’s election night experience working as a data science project manager on the Biden campaign. Also, Cats follow up. Show Notes: Allison Horst data science illustrations Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Roger welcomes Lucy D’Agostino McGowan to the podcast to discuss the challenges of scientific communication, what computer to get, and the next big thing in tech. Plus, we introduce a new segment: How the heck did this happen? Show Notes: Lucy D’Agostino McGowan Failure Modes and Effects Analysis with COVID-19 Why is Cats? by Lindsay Ellis Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger dig into the mail bag, then discuss how Excel is always causing problems and the concept of failure modes in data analysis. Show Notes: Excel: Why using Microsoft's tool caused Covid-19 results to be lost Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger weave a coffee thread through their discussion of .Rprofile files, Roger’s reproducibility woes, and Palantir. Show Notes: The 9barista Palantir should be investigated Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger celebrate the five year anniversary of the podcast and discuss pandemic work, the changing podcast landscape, Palantir followup, TikTok’s algorithm, and Roger’s .Rprofile. Show Notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss TikTok, even though they’ve never used it, and Palantir, even though they’ve never used it. Show Notes: China bans AI exports Palantir S-1 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss The Last Dance, the future of the data science industry, and living in an era of constant crisis. Oh, and Hilary has a new job! Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Roger’s freshly-delivered talk for the Joint Statistical Meetings, social media and how ideas from intelligence analysis apply to data analysis. Show notes: The Gift of Nothing by Patrick McDonnell Intelligence Matters Podcast Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss working from home (mobile edition), correlation vs. causation, Roger’s coffee woes, and data analytic “style”. Show notes: 9barista coffee maker Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss using data to prove someone wrong and then embark on another book club discussing Scott Berkun’s How Design Makes the World. And Hilary has an important coffee update! Show Notes: How Design Makes the World by Scott Berkun Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss “microservices”, importing the tidyverse into a package, business acronyms, math as a sketching tool, and renaming the Fisher Lecture. Show notes: Art of Doing Science and Engineering (Stripe Press) Microservices How Design Makes the World Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss such non-pandemic topics as: the stunning conclusion to the Moka Pot Saga, Hilary’s new book she’s reading on design thinking, building software without dependencies, and Lady Dynamite. Show notes: How Design Makes the World Lady Dynamite Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger revisit COBOL, discuss the tradeoff of stability vs. flexibility, complain about discussing statistics over email, tech addiction, and R version 4.0. Show notes: R 4.0 from the Revolutions Blog stringsAsFactors Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger give an update on the home coffee situation and discuss COBOL programming as a metaphor for reproducible research. Show notes: Iron sharpens iron Security is a process, not a product (by Bruce Schneier) Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Andrew Cuomo’s appreciation of statisticians, whether to look or not look at COVID19 data, and developing Shiny apps. Show notes: Cuomo on statisticians NYT COVID19 data on GitHub Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger give some updates on what’s going on and how life at home is working out. Show notes: Hilary’s pen Hilary’s acoustic panels Hilary’s moss Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger provide a respite from recent events by discussing forecasting the U.S. primary elections, Roger’s time series analysis course, R package woes, artificial intelligence, and the Hilary Parker job requirement. Show notes: Hilary’s Opinionated Analysis Development paper Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on their discussion with JJ Allaire about open source software. They also discuss getting a PhD, ad hoc data analysis with or without functions, and Moka pots. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger welcome JJ Allaire, CEO and founder of RStudio, PBC, to the podcast and have a wide-ranging discussion about developing open source software, successful open source business models, the R language, and data science. Show notes: Support us through our Patreon page JJ Allaire on Twitter: https://twitter.com/fly_upside_down  Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Episode 100 was recorded in front of a live audience at RStudio::conf 2020. In this episode Hilary and Roger discuss how ideas evolve over time and use examples from this podcast to illustrate their views on data analysis and design thinking. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on their discussion of open source software. They also discuss writing functions for data analysis, learning a second programming language, and Hilary’s guide to San Francisco. Show notes: RStudio Conference 2020 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss recent results of Moka pot coffee. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on the future of R, then talk about reproducibility versus systems, the proliferation of text-based formats and implications for statistical modeling, and why open source developers have so little power. Show notes: RStudio Conference 2020 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Where will R be in 10 years and what might replace it? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Summarize or summarise? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger ask, why doesn't Hilary just get an espresso machine? Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss Moka pots, follow up on the creative curve, name their data frames, discuss prediction vs. forecasting, and data science in military and intelligence applications. Show notes: Sean Taylor’s Poll National Cryptologic Museum Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger record in person for the third time ever to discuss the changing nature of data science and its role in various industries, the use of QA in data science product development, and lots of other stuff. Show notes: Discussion of Hilary’s outfit generator product development Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger discuss the book The Creative Curve by Allen Gannett and how the ideas relate to data science and data analysis. Show notes: The Creative Curve: How to Develop the Right Idea at the Right Time Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected] Podcast art by Jessica Crowell

Hilary and Roger follow up on R as a first programming language (thanks Sean Kross!) and open source licensing and then discuss algorithmic bias in medicine and housing. Also, NEW BOOK CLUB! Show notes: The Creative Curve: How to Develop the Right Idea at the Right Time R as a first programming language Dissecting racial bias in an algorithm used to manage the health of populations A New HUD Rule Would Effectively Encourage Discrimination by Algorithm Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger have a wide-ranging discussion about coffee, Hilary’s essay on imposter syndrome, open source software business models, and R as a first programming language. Show notes: Episode 35 with Sean Taylor Hilary's essay on imposter syndrome In 2019, multiple open source companies changed course—is it the right move? Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger discuss the RStudio Conference, Directions in Statistical Computing, the benefits of having a diversity of programming languages, and canola oil. Show notes: RStudio Conference 2020 Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]  

Hilary and Roger go behind the scenes of a new tool for building outfits that she helped build at Stitch Fix. Also, follow up on writing functions for data analysis and Hilary review's her milk frother. Show notes: Miles McBain thread WIRED article on new Stitch Fix algorithm Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]  

Hilary and Roger are back from their brief summer hiatus to discuss data analysis project organization, version control systems, foot pedals, conferences, and Roger's live-streaming. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]  

Roger welcomes special guest Jenna Krall to discuss cricket, data analysis project organization, and the difficulties in creating a dataset. Show Notes: Support us through our Patreon page Jenna Krall: https://chhs.gmu.edu/profile/view/251051 Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]  

Roger and Hilary follow up on leaf umbrellas and take some time to discuss what's happening with R, the Tidyverse, and RStudio and how it's related to what's happening more broadly in the world of the Internet. Show notes: Support us through our Patreon page Leaf umbrella Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger talk about Cricket math(s), livestreaming data analysis, Hilary's Style Challenge Friday, and an auto-rejecting paper bot. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger talk about what people are really saying when they complain about data cleaning and follow up about the role of negotiation in data science. Also, some important discussion about closets and backpacks. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger discuss the book Getting to Yes and how it applies to data analysis. Also, more sports, breaking changes to R, and sampling. Show notes: Support us through our Patreon page Sprawlball Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger announce a NEW BOOK CLUB, discuss the rise of causal inference, the new version of RStudio, and different ways to model the data analysis process. Show notes: Getting to Yes The Hidden Air Pollution in Our Homes Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger discuss the Women in Analytics Conference, GDPR, and Soji for Data. Also a new #hilaryshabits! Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger provide updates about coffee and oat milk, talk about the unbundling of the data scientist job, R style guides, quantifying the performance of music services, and KPI design. And the return of #hilaryshabits! Show notes: Google R Style Guide Henrik Bengtsson's style guide Tidyverse style guide Radical Change is Coming to Data Science Jobs Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger discuss the significance of statistical significance, the elements and principles of data analysis, and how to enforce ethical data science practice. Show notes: Scientists rise up against statistical significance Elements and Principles of Data Analysis Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]

Hilary and Roger discuss the other jobs of the data scientist, using notebooks, Getting Things Done (on paper), keeping packages on CRAN, and the Women in Data Science Conference. Show notes: Women in Data Science Conference Hilary's New Yorker-style cartoon R 1.0.0 CD at University of Auckland Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]  

Hilary and Roger talk about maintaining old R packages, how Hilary manages her time, and the general state of open source software. Show notes: Support us through our Patreon page Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on Apple Podcasts: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: http://nssdeviations.com Contact us at [email protected]