Partially Derivative: Recent Episodes

Partially Derivative

Car Talk for data science.

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The last episode of Partially Derivative for now.

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This week Chris and Vidya discuss how artificial intelligence is affecting the world of artists.

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This week Chris and Vidya discuss the p-value civil war in science.

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This week Chris and Vidya discuss the implications of bots and artificial intelligence committing crime.

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This week Chris and Vidya discuss François Chollet’s new blog post on the future of deep learning!

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This week Chris and Vidya discuss the limits of deep learning and how to each mathematics.

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This week Chris and Vidya talk the challenges of machine learning and training data.

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This week Chris and Vidya talk about getting your first job in data science and the world of genetic data.

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In this special sponsored episode, Chris talks with Paco Nathan about JupyterCon.

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This week Chris and Vidya talk about using neural networks to provide pithy wisdom and other topics.

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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.

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This week Chris and Vidya talk about learning what it is like to work at a tech company and the fundamental nature of AI.

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This week Chris and Vidya talk about using AI to create new paint colors and how to build a deep learning desktop box.

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This week Chris and Vidya talk to Sarah Guido and Andrew Musselman about coming to data science from non-traditional backgrounds.

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Data shows us which pro wrestlers make the most successful actors, and we bask in the awesome glow of science!

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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...

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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...

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This week Chris talks about whether you should get a PhD and talks about his own experience in a Ph.D. program.

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This week Chris talks about learning everything they don’t teach you in grad school, bootcamps, or MOOCs.

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This week Vidya and Chris are back to talk about food, magazines, and why notifications are evil.

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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.

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This week Vidya and Chris talk about the world of AI and data-driven parenting!

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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:

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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.

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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.

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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.

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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...

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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!

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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.

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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...

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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...

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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.

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AI to escape parking tickets!

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Mona Chalabi, Data Editor at the Guardian US, shares her reporting.

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Overhyped ideas and interviews galore!

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NASA, dark web, and open source!

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Ad tech and ethics!

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How to evaluate you models!

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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...

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GitHub for data nerds

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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.

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GitHub for data nerds

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Is polling pointless?

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Why were the polls so wrong?

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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...

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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...

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Core contributor to IPython Notebook and Project Jupyter

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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!

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Author of The Functional Art and expert in data journalism

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Data is Beautiful and machine learning in practice

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This week’s episode was produced by Alex Bouthillier at Apollo Media

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The future of data science with Eduardo Ariño de la Rubia

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The ethics of data and technology with Anil Dash

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This week’s episode was produced by Alex Bouthillier at Apollo Media

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Predicting train delays using sound waves and data science with John Akred

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The data behind biased algorithms in criminal justice.

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Interactive media, data journalism and ethics with Simon Rogers, Data Editor at Google.

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This week’s episode was produced by Alex Bouthillier at Apollo Media

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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.

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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...

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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!

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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.

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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...

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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.

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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...

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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.

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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...

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Lost. In. Spaaaaaaace! Cosmology! Astrophysics! Astronauts! This week we talk with some amazing guests!

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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...

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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...

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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...

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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!

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The crew explores the world of using data science to create art.

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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.

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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.

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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!

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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!

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This week Jonathon, Chris, and Vidya Spandana discuss the world of data from polling to coins to creativity.

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Chris and Jonathon interview the amazing Mona Chalabi from FiveThirtyEight, Jonathon is hysterical and Chris chickens out. Prepare to be amazed!

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This week Chris overcompensates for his love of political science while Jonathon continues to be unimpressive.

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This week Chris and Jonathon are joined by Kenny Gormanand Ashley McNamara of ObjectRocket and Rackspace.

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This week the guys talk about baseball, beer, and everything else!

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This week Chris and Jonathon talk about beer reviews, traffic, Game of Thrones, and more!

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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!

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This week the crew talk about March Madness, tracking basketball, the quantification of Wall Street, and much more.

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This week the team talks about Jonathon’s new ISIS analysis, iPython 3, Indian Food, Algorithm Aversion, and more!

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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!

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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.

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This week the team explores automating hookups, data science jargon, finding Waldo, and more!

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Cheating! Infectious disease! Dystopian snowpocalypse! Also Chris and Jonathon drink beer and make some jokes.

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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!

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This week Jonathon and Chris discuss how data affects education, emojis in politics, time-traveling killer robots, and more!

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Get ready to have your mind blown. The guys dig into all the best ways you can expand your data science horizons.

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Happy New Years! This week the team discusses the data science of Reddit, board games, video games, and… murder!

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This week Chris and Jonathon ditch the normal format and share the 10 things they’re looking forward to for 2015. Happy holidays everyone!

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With beers in hand, Jonathon and Chris tackle the tough issues! Futuristic universal translators, zombie invasions and the rhythm method!

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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.

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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.

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This week we talk about Ferguson, executive orders, and how much people get paid! Plus aliens!

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