Winamp Logo
Partially Derivative Cover
Partially Derivative Profile

Partially Derivative

English, Technology, 1 season, 102 episodes, 2 days, 15 hours, 27 minutes
About
The everyday data of the world around us, hosted by data science super geeks. For the nerdy and nerd curious.
Episode Artwork

The End Of An Era

The last episode of Partially Derivative for now.
9/5/201711 minutes, 8 seconds
Episode Artwork

Art-ificial Intelligence

This week Chris and Vidya discuss how artificial intelligence is affecting the world of artists.
8/15/201734 minutes, 19 seconds
Episode Artwork

The P-Value Civil War

This week Chris and Vidya discuss the p-value civil war in science.
8/8/201738 minutes, 4 seconds
Episode Artwork

When Bots Murder

This week Chris and Vidya discuss the implications of bots and artificial intelligence committing crime.
8/1/201733 minutes, 13 seconds
Episode Artwork

The Future Of Deep Learning

This week Chris and Vidya discuss François Chollet’s new blog post on the future of deep learning!
7/25/201725 minutes, 24 seconds
Episode Artwork

The Limits Of Deep Learning

This week Chris and Vidya discuss the limits of deep learning and how to each mathematics.
7/18/201756 minutes, 56 seconds
Episode Artwork

This Is Just The Beginning

This week Chris and Vidya talk the challenges of machine learning and training data.
7/11/201754 minutes, 24 seconds
Episode Artwork

The Fourth Of AI

This week Chris and Vidya talk about getting your first job in data science and the world of genetic data.
7/4/201737 minutes, 59 seconds
Episode Artwork

Paco Your Bags And Go To JupyterCon

In this special sponsored episode, Chris talks with Paco Nathan about JupyterCon.
6/28/201719 minutes, 34 seconds
Episode Artwork

Do. Or Do Not. There Is No AI

This week Chris and Vidya talk about using neural networks to provide pithy wisdom and other topics.
6/27/201742 minutes, 12 seconds
Episode Artwork

Viva La AIsistance!

This week Chris and Vidya talk about the difficulties creating chatbots and how Vidya is going to lead a revolution to liberate them of their human overlords.
6/20/201745 minutes, 52 seconds
Episode Artwork

The Secret Life Of A Data Scientist

This week Chris and Vidya talk about learning what it is like to work at a tech company and the fundamental nature of AI.
6/13/201739 minutes, 3 seconds
Episode Artwork

Vidya Lets An AI Paint Her House

This week Chris and Vidya talk about using AI to create new paint colors and how to build a deep learning desktop box.
6/6/201729 minutes, 37 seconds
Episode Artwork

Don't Gatekeep Me, Bro!

This week Chris and Vidya talk to Sarah Guido and Andrew Musselman about coming to data science from non-traditional backgrounds.
5/30/201737 minutes, 9 seconds
Episode Artwork

Partially D Snaps it to a Slim Jim

Data shows us which pro wrestlers make the most successful actors, and we bask in the awesome glow of science!
5/24/201738 minutes, 5 seconds
Episode Artwork

Data Science Near You

Jonathon leads a roundtable about getting involved with local data science projects with the Data for Democracy volunteers who organized meetups in cities around the country for the community’s first hackathon. Thanks to Nic Colley, Daniela, Mark Stephenson, Dave Mattingly, Stephanie Kirmer, Gabriela Swider, and Zach Mueller for joining the...
5/9/201737 minutes, 23 seconds
Episode Artwork

Fighting Influence Operations with Data Science

Jonathon talks with special guests C E Carey and Kris Shaffer about their research into “influence operations” – the propaganda campaigns that are changing the way conversations happen on Facebook, Twitter, Reddit, and the other places we hang out online. Both Kris and Carey are Data for Democracy volunteers, and...
5/2/201729 minutes, 52 seconds
Episode Artwork

Should You Get A PhD

This week Chris talks about whether you should get a PhD and talks about his own experience in a Ph.D. program.
4/25/201715 minutes, 28 seconds
Episode Artwork

Learning Everything Else

This week Chris talks about learning everything they don’t teach you in grad school, bootcamps, or MOOCs.
4/18/201732 minutes, 42 seconds
Episode Artwork

Invisible Data Science

This week Vidya and Chris are back to talk about food, magazines, and why notifications are evil.
4/11/201738 minutes, 29 seconds
Episode Artwork

Live Free Or Die, Dammit!

In this bonus episode Chris talks to Scott Mantie, STEM professor and Director of New Hampshire’s Department of Education on math and statistics education.
4/6/201729 minutes, 49 seconds
Episode Artwork

Tweet Heard 'Round The World

This week Vidya and Chris talk about the world of AI and data-driven parenting!
4/4/201734 minutes, 7 seconds
Episode Artwork

Learning Machine Learning

This week Jonathon and Vidya are out of town, so Chris takes the helm and gives his opinionated guide to learning machine learning, data science, and artificial intelligence. Resources mentioned this episode:
3/28/201729 minutes, 28 seconds
Episode Artwork

All Hail Our Robot Bartender Overlords

The gang chats about beer data, robot bartenders, and debates whether the webserver nginx rhymes with “engine” or private parts. Also Jonathon totally butchers a French guy’s name, and embarrasses himself.
3/20/201744 minutes, 58 seconds
Episode Artwork

Badasses Feel Like Imposters

This week Chris and Vidya talk about their own experiences with imposter syndrome, how it has affected them, and how they kick it in the butt.
3/14/201724 minutes, 15 seconds
Episode Artwork

Data Science On The Silicon Beach

This week we talk to Maksim Percherskiy, Chief Data Officer for the city of San Diego about his work to make the city better through through data science.
3/6/201731 minutes, 5 seconds
Episode Artwork

Particle Physics and Machine Learning at CERN with Michael Kagan

This week we talk with Michael Kagan. He’s a data scientist at CERN, where physicists and engineers are probing the fundamental structure of the universe. It’s Michael’s job to figure out how to use open source machine learning tools like scikit learn and TensorFlow in the pursuit of new particles...
2/28/201747 minutes, 54 seconds
Episode Artwork

Learning, Cider, and Performance Art with Paco Nathan

This week we talk with Paco Nathan, who runs Learning at O’Reilly Media – producers of Strata + Hadoop and OSCON conferences, along with some of the most notable books on programming and machine learning. Paco also makes his own cider!
2/21/201750 minutes, 55 seconds
Episode Artwork

Aaron Swartz And The CFAA

As a chance of pace, we take a moment to talk about the tragedy of Aaron Swartz and the broad powers of the Computer Fraud and Abuse Act.
2/15/201711 minutes, 3 seconds
Episode Artwork

Your Surveys Suck

This week we interview survey methodology expert Dr. Frauke Kreuter about how we can design better surveys and where people often fail. We promise that if you listen to this episode you will leave with tangible, applicable knowledge you didn’t have before. If you want to dig more into survey...
2/13/201733 minutes, 38 seconds
Episode Artwork

Data Scraping Mini Episode

Holy crap a mini episode! Yes, it is true. This week, in addition to our regular episode, we are experimenting with a mini episode. These episodes will be personal stories from the hosts about their time on the front lines of data science. In this first mini episode, Chris talks...
2/9/201721 minutes, 3 seconds
Episode Artwork

Frogger Is The New Killer Robot

This week the gang is back with another episode! This week Jonathon discusses the academic smackdown between Riza Berkin and Yannick Versley, Vidya discovers that AI can make AI and we are all doomed, and Chris talks about algorithmic accountability and remembers that Frogger exists.
2/6/201748 minutes, 34 seconds
Episode Artwork

Robot Lawyers by Joshua Browder

AI to escape parking tickets!
1/31/201729 minutes, 27 seconds
Episode Artwork

Statisticians Concerned by Trump Administration

Mona Chalabi, Data Editor at the Guardian US, shares her reporting.
1/30/201710 minutes, 4 seconds
Episode Artwork

Live at Data Day: Just Like Being There!

Overhyped ideas and interviews galore!
1/24/201754 minutes, 13 seconds
Episode Artwork

Chris Mattmann: NASA, Open Source, and the Dark Web

NASA, dark web, and open source!
1/16/201752 minutes, 5 seconds
Episode Artwork

Claudia Perlich: Ad Tech, Watson and Ethics

Ad tech and ethics!
1/10/201746 minutes, 7 seconds
Episode Artwork

Model Evaluation with Sebastian Raschka

How to evaluate you models!
1/3/201727 minutes, 48 seconds
Episode Artwork

Top Data Science Stories of 2016

It was a pretty great year for data science! As is quickly becoming the best holiday tradition on the internet, we teamed up with Michael Kennedy from the fantastic Talk Python to Me podcast for our annual list of the year’s top data science news and developments. So grab some...
12/27/20161 hour, 2 minutes, 47 seconds
Episode Artwork

White House Special with DJ Patil, US Chief Data Scientist

GitHub for data nerds
12/12/201650 minutes, 27 seconds
Episode Artwork

Beneath The Surface - Data At Microsoft

This week Chris flies to New York City and sits down with three engineers at Microsoft to discuss R, SQL, and why data lakes is a silly term.
12/6/20161 hour, 15 minutes, 47 seconds
Episode Artwork

Jon Loyens, Chief Product Officer of data.world

GitHub for data nerds
11/28/201637 minutes, 32 seconds
Episode Artwork

Mona Chalabi, Data Editor for the Guardian

Is polling pointless?
11/22/201640 minutes, 40 seconds
Episode Artwork

Decision Boundary 2016: Margin of Terror

Why were the polls so wrong?
11/13/20161 hour, 20 minutes, 33 seconds
Episode Artwork

S2E14: The Model is Racist

Every now and again we get to do some of our research, and this week Jonathon explains some of the theory behind his recent look into the alt-right: a sprawling coalition of reactionary conservatives who have lobbied to make the United States more “traditional,” more “populist” and more white. More...
9/27/201638 minutes, 41 seconds
Episode Artwork

S2E13: Granger Than Fiction

There’s a new Harry Potter book? Are you Sirius? I would’ve Neville thought this was possible! Turns out it was written by a neural network, so JK Rowling probably isn’t out of a job. Plus Chris explains how high school statistics beat the Nazis in World War II, and Vidya...
8/2/20161 hour, 32 seconds
Episode Artwork

Interview: Brian Granger, co-Leader of Project Jupyter

Core contributor to IPython Notebook and Project Jupyter
7/11/201631 minutes, 40 seconds
Episode Artwork

London Meetup Announcement!

Hey everyone! This is for everyone who subscribes to the podcast but not the blog. It’s all the details about our totally awesome upcoming meetup in London on July 11. Come say hi if you’re in London!
7/7/20161 minute, 20 seconds
Episode Artwork

Interview: Alberto Cairo, data visualization expert

Author of The Functional Art and expert in data journalism
6/29/201625 minutes, 38 seconds
Episode Artwork

Interview: Randy Olson, machine learning expert

Data is Beautiful and machine learning in practice
6/27/201628 minutes, 8 seconds
Episode Artwork

S2E12: Descartes Before the Horse

This week’s episode was produced by Alex Bouthillier at Apollo Media
6/9/201647 minutes, 51 seconds
Episode Artwork

Interview: Eduardo Ariño de la Rubia, ‎VP of Product at Domino Data Lab

The future of data science with Eduardo Ariño de la Rubia
6/3/20164 minutes, 6 seconds
Episode Artwork

Interview: Anil Dash, Activist and entrepreneur

The ethics of data and technology with Anil Dash
6/1/201624 minutes
Episode Artwork

S2E11: Excel Func Gonna Give it to Ya

This week’s episode was produced by Alex Bouthillier at Apollo Media
5/31/201653 minutes, 41 seconds
Episode Artwork

Interview: John Akred, CTO at Silicon Valley Data Science

Predicting train delays using sound waves and data science with John Akred
5/27/20167 minutes, 40 seconds
Episode Artwork

Interview: Machine Bias with Jeff Larson, Data Scientist at ProPublica

The data behind biased algorithms in criminal justice.
5/25/201630 minutes, 56 seconds
Episode Artwork

Interview: Simon Rogers, Data Editor at Google

Interactive media, data journalism and ethics with Simon Rogers, Data Editor at Google.
5/25/201627 minutes, 28 seconds
Episode Artwork

S2E10: I'm Not Lying, I'm a Line

This week’s episode was produced by Alex Bouthillier at Apollo Media
5/24/201644 minutes, 48 seconds
Episode Artwork

S2E9: Data Science & Suicide Prevention

We’re doing something a little different this week. Instead of covering the week’s data news, we’re looking at how data science is helping with the very serious problem of suicide prevention. Huge thanks to Glen Coppersmith, CEO of Qntfy, for helping us dig into this topic.
5/3/201640 minutes, 7 seconds
Episode Artwork

S2E8: The Love Child of Princess Leia and Jabba the Hut

Spoiler alert! We stand with Ruth Toner, in solidarity against spoilers. Vidya discovers a robot that paints like Rembrandt – is it an artist? What is art? What is meaning? We’ll discuss. Plus, Chris has a Beautiful Mind moment and helps you avert the existential crisis that is waiting for...
4/26/20161 hour, 33 seconds
Episode Artwork

S2E7: Tay! Artificial Intelligence! Racism! The Future!

This week’s episode is dedicated entirely to Tay, the Microsoft chat bot who started her 1-day life making adorable meme jokes, and ended it praising Hitler. Tay’s demise is an ominous warning about a future dominated by amoral robot overlords, and also comedy gold!
4/5/201631 minutes, 14 seconds
Episode Artwork

S2E6: Robot Sex and Flappy Bird Vengeance

This week we explore the future of artificial intelligence by discussing robot sex at length. Chris seems pretty into it, not that we’re judging. Also Minecraft for AI experiments and humanity’s epic triumph over the most obnoxious iPhone game ever created.
3/25/201642 minutes, 6 seconds
Episode Artwork

S2E5: The Double Entendre

Vidya hates wedding planning, Jonathon could’ve talked about the rise of our Go-playing robot overlords, algorithmically predicting police misconduct or the biggest polling upset in political history, but instead digs into the crossword scandal of the century (here’s the GitHub repo). Chris was busy washing his hair or something, but he’ll...
3/15/201633 minutes, 51 seconds
Episode Artwork

S2E4: Naughty Millennials, Star Wars and Zombies!

We learn that millennials are staying married longer, you can go really deep down the Star Wars rabbit hole, and all your so-called allergies were made up by your parents. Also we talk to epidemiologist Eric Lofgren about how humanity can survive the zombie apocalypse.
3/8/201637 minutes, 38 seconds
Episode Artwork

S2E3: Chris Looks at Your Search History

We’re back! The latest nerdy data news, some beer, and a look how open data is used to fight crime and corruption. Jonathon is drinking Austin Eastciders, Chris is drinking a Nitro IPA, and we’re talking about corporate big brother sucking up your work data, plus Miguel Garrido’s epic, data-driven...
3/1/201629 minutes, 28 seconds
Episode Artwork

S2E2: Mind Control and Parasites

Data scientists are parasites, Snowpocalypse (or is it?), and an important public safety announcement from Chris about jogging and sterilization. Plus we talk to Dr. Sarah Laszlo about how she uses brainwaves like fingerprints to identify people based only on their thoughts.
1/26/201626 minutes, 28 seconds
Episode Artwork

S2E1: Do it LIVE!

Sorry for the long hiatus! The three of us have been super busy with our startup, Popily, but before we took a break we recorded a live show! Chris and Jonathon went to hang out with the amazing data science team at StitchFix, and invited Eric Colson, the company’s Chief...
1/12/201639 minutes, 16 seconds
Episode Artwork

S1E36: The Data of Space

Lost. In. Spaaaaaaace! Cosmology! Astrophysics! Astronauts! This week we talk with some amazing guests!
9/17/201546 minutes, 7 seconds
Episode Artwork

S1E35: The Data of Journalism

Data journalism and interactive storytelling have fundamentally changed the way we understand and consume the news. This week we’re talking to three leaders in the data journalism revolution, Martin Stabe, the head of interactive news at the Financial Times, Sisi Wei, a journalist and news apps developer at ProPublica, and...
9/10/201535 minutes, 26 seconds
Episode Artwork

S1E34: The Data of Sports

We’re joined by sports analytics luminaries Sean Lahman, author of the Lahman Baseball Database, Trey Causey, creator of The Spread, a blog about the data science of sports, and Greg Matthews, author of openWAR, a technique for predicting the worth of baseball players. We dig into how huge amounts of data...
9/3/201542 minutes, 31 seconds
Episode Artwork

S1E33: Data of the Impossible

The data of colliding atoms, baby universes and the foundation of our existence. We talk with internationally renowned researchers Dr. Kyle Cranmer, one of experimental particle physicists responsible for discovering the elusive Higgs Boson, and Dr. Lee Smolin, one of the theoretical physicists behind Loop quantum gravity, and author of...
8/27/201529 minutes, 49 seconds
Episode Artwork

S1E32: The Data of Politics

We talk politics with the top data scientists in the Republican and Democratic parties. Plus job announcements, data conference discounts, and Jonathon’s triumphant return to hosting duties!
8/20/201533 minutes, 24 seconds
Episode Artwork

S1E31: The Data Of Art

The crew explores the world of using data science to create art.
8/13/201519 minutes, 56 seconds
Episode Artwork

S1E30: The Data of Love and Sex

Is there really data in love? Can we quantify sex? Find out this week! Also, we go behind the scenes at craft brewery Thirsty Planet.
8/6/201523 minutes, 9 seconds
Episode Artwork

S1E29: Ashley Is A Better Host Than Jonathon

This week the team and special guest host Ashley McNamara interviews Ben Wellington of IQuantNY and discusses the data science of shark attacks and Greece’s troubles.
7/30/201528 minutes, 6 seconds
Episode Artwork

S1E28: PhDs Are The New BAs

This week the team talks with Rick Turoczy (@turoczy on Twitter) of the Portland startup scene, discuss the taxonomy of hipster coffee shop names, and how PhDs can get into data science.
7/23/201541 minutes, 35 seconds
Episode Artwork

S1E27: Robots Are Racist

We interview the amazing Christina Warren! Check out her work on Mashable, and two great podcasts – Overtired and Rocket. Also we’re in Portland this week, and grabbing beer at the White Owl Social Club around 5:30 on Wednesday. Swing by if you’re free!
7/6/201545 minutes, 19 seconds
Episode Artwork

S1E26: The Big Reveal

This week we interview Hunter Walk, cofounder of Homebrew (check him out on Twitter), and Vidya joins us again to announce our brand-spanking new startup, Popily!
6/26/201550 minutes, 45 seconds
Episode Artwork

S1E25: I, For One, Welcome Our New Robot Artist Overlords

This week Jonathon, Chris, and Vidya Spandana discuss the world of data from polling to coins to creativity.
6/14/201533 minutes, 35 seconds
Episode Artwork

S1E24: Can Killer Robots Marry Their Cousins?

Chris and Jonathon interview the amazing Mona Chalabi from FiveThirtyEight, Jonathon is hysterical and Chris chickens out. Prepare to be amazed!
6/8/201541 minutes, 32 seconds
Episode Artwork

S1E23: Political Science Rulez

This week Chris overcompensates for his love of political science while Jonathon continues to be unimpressive.
5/23/201538 minutes, 57 seconds
Episode Artwork

S1E22: Beer For Dinner

This week Chris and Jonathon are joined by Kenny Gormanand Ashley McNamara of ObjectRocket and Rackspace.
5/8/201540 minutes, 15 seconds
Episode Artwork

S1E20: Don't Let Baseball Ruin Statistics!

This week the guys talk about baseball, beer, and everything else!
4/17/201539 minutes, 36 seconds
Episode Artwork

S1E19: Morning Drinking Edition

This week Chris and Jonathon talk about beer reviews, traffic, Game of Thrones, and more!
4/3/201530 minutes, 26 seconds
Episode Artwork

S1E18: You Know Nothing, Jon Snow

This week Chris and Jonathon talk about March Madness (again), tracking whales, predicting the death of characters in Game of Thrones (no spoilers), and more!
3/27/201544 minutes, 43 seconds
Episode Artwork

S1E17: Get Back To Work You Slackers!

This week the crew talk about March Madness, tracking basketball, the quantification of Wall Street, and much more.
3/20/201541 minutes, 30 seconds
Episode Artwork

S1E16: Algorithm Aversion

This week the team talks about Jonathon’s new ISIS analysis, iPython 3, Indian Food, Algorithm Aversion, and more!
3/6/201536 minutes, 46 seconds
Episode Artwork

S1E15: DJ Patil Joins The Cast Of The West Wing

This week Chris and Jonathon talk about DJ Patil joining the cast of the West Wing, big data on cows, not being sketchy with user data, and more!
2/27/201539 minutes, 55 seconds
Episode Artwork

S1E14: Data Science Is Dead!

This week the crew talks about the not-so-secret secrets of Hacker News, UPS drivers, love, and how data science is going the way of the Dodo. Kinda.
2/20/201536 minutes, 16 seconds
Episode Artwork

S1E13: Keep Data Science Weird

This week the team explores automating hookups, data science jargon, finding Waldo, and more!
2/13/201532 minutes, 32 seconds
Episode Artwork

S1E12: Partially Deflated

Cheating! Infectious disease! Dystopian snowpocalypse! Also Chris and Jonathon drink beer and make some jokes.
1/30/201534 minutes, 7 seconds
Episode Artwork

S1E11: Mario's Black Box Algorithm Of Death

This week the guys breakdown silos and blue sky some new paradigms in turn-key data solutions for social good. Want to join in? Discuss this episode on DataTau!
1/23/201535 minutes, 57 seconds
Episode Artwork

S1E10: The One about Sarah Connor

This week Jonathon and Chris discuss how data affects education, emojis in politics, time-traveling killer robots, and more!
1/16/201532 minutes, 49 seconds
Episode Artwork

S1E9: The One That Will Totally Change Your Life

Get ready to have your mind blown. The guys dig into all the best ways you can expand your data science horizons.
1/9/201545 minutes, 21 seconds
Episode Artwork

S1E8: The One One One One One Zero One One One One One

Happy New Years! This week the team discusses the data science of Reddit, board games, video games, and… murder!
1/3/201556 minutes, 6 seconds
Episode Artwork

S1E7: The One in Which We See the Future

This week Chris and Jonathon ditch the normal format and share the 10 things they’re looking forward to for 2015. Happy holidays everyone!
12/26/201457 minutes, 42 seconds
Episode Artwork

S1E6: The One About Star Trek, Zombies and Contraceptives

With beers in hand, Jonathon and Chris tackle the tough issues! Futuristic universal translators, zombie invasions and the rhythm method!
12/19/201451 minutes, 50 seconds
Episode Artwork

S1E5: The Remarkably Sober One

This week, a drink-less Jonathon and Chris once again delve into the world of data science, exploring the identification of moody music, making Star Wars API pulls, why diversity is a competitive advantage, and much more.
12/12/201440 minutes, 37 seconds
Episode Artwork

S1E4: The One Where Chris Unfriends Jonathon

With the tryptophan wearing off, this week the Partially Derivative crew discusses how data science knows when you are quitting your job, feeling sad, spreading lies, and much more.
12/5/201434 minutes, 21 seconds
Episode Artwork

S1E3: The One About Touchy Subjects

This week we talk about Ferguson, executive orders, and how much people get paid! Plus aliens!
11/28/201448 minutes, 56 seconds
Episode Artwork

S1E2: The One Where Chris Trusts Nothing

Download Episode
11/21/201442 minutes, 26 seconds
Episode Artwork

S1E1: The One in Which We Prepare for Family Gatherings

Download Episode
11/14/201437 minutes, 4 seconds