Data Skeptic

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The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.

Recent Episodes
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Recent Reviews
  • calzone.onsets
    Great resource
    A colleague introduced me to Data Skeptic last year and I’ve been enjoying the episodes. Kyle’s good at covering topics from many levels of data science understanding—his mini series with a non-data scientist are a great way to learn the basics!
  • joey...1989
    Data science
    Lots of interviews
  • Rachhh53
    Please learn to use a mic
    I had to unfollow this. I can’t stand listening to the host maybe move around the room while he is interviewing. Just stay consistently in front of the microphone!
  • Steveo CO
    Amazing
    I have been following for a few months now. If you’re looking for a wide perspective on big data and AI, this is the place. Kyle has a wide knowledge base, he’s not focused on a simple thing, rather, he explores multiple models, to help with research. His guests are amazing. I can’t wait to be invited to appear on the show to discuss standard operations for an average guy doing signs and lighting.
  • Mike K, MKG Marketing
    Always learning about data w/ Kyle
    Similar to one of my other favorite analysts - Avinash Kaushik - Kyle constantly pushes & challenges assumptions to arrive at opportunities or actions clearly supported by data. I always learn something tuning into the show.
  • The Happy Barista
    Best Data Science Podcast!
    This is my favorite data science podcast! Kyle interviews such interesting guests and covers the coolest papers. This podcast has covered multiple methods that I have applied to problems as a practicing data scientist. I’m always excited when a new episode comes out!
  • LisaIsHereForIt
    Kyle is an AI rock star! 🌟
    It’s obvious Kyle puts extraordinary effort into every single episode of Data Skeptic. But what makes this show a true standout is the quality of the guests, stories, and tactics. Kyle finds speakers that truly care about being a positive force in the AI and machine learning space. Don't miss it!
  • App-raterian
    Professional and informative
    The thing I like most about this podcast is the professionalism - the host, Kyle, always keep the content professional and impartial, allowing the listener to focus on the science rather than lecturing the listener. The content is also Dell big technically to serve as an introduction to many methods in ML
  • Mensch25
    Great podcast
    I also want to leave a five star review to counterbalance the fool who left a one star review because the host has not made a comment about BLM! This is a podcast about machine learning and AI. I’m grateful for this excellent resource and the huge amount of work that obviously goes into it.
  • User3010
    Uncomfortable dynamic
    Agree with the comments on the co-hosts dynamic; he lectures, she plays dumb, podcast grates.
  • Hhrbsjdjdkebbhbv
    Excellent resource!
    Just listened to Kyle speaking with Adrian Martin about CNN and cutting edge advancements in neural nets. Love getting this insiders perspective.
  • Sean333666000
    Informative
    Giving 5 stars to counterbalance the clown who gave this show 1 star for not vocally supporting BLM 🙄 I enjoy the show, please keep content coming!
  • rohitand
    High quality and informative
    I wanted to understand the current landscape for Machine Learning and AI and stumbled upon this podcast. kyle and team do a very good job of packaging good quality content with interesting guests and very relevant discussion. I highly recommend this podcast if you want to stay current with ML.
  • VPN Veteran
    Host is silent re: BLM
    Every other podcast I listen to has made some comment in support of the BLM movement. If you are neutral in situations of injustice, you have chosen the side of the oppressor. Honestly, this is evil.
  • sgerbic
    Really Enjoy
    This podcast isn’t just for numbers people, people like myself that hope to someday become better numbers people find the topics, discussions and Kyle’s take on data in this podcast to be informative. Give it a listen - must mention that way back in the day I was a guest on the show.
  • prime_player
    Very Informative Enjoyable To Listen To
    I enjoy the topic and discussion Kyle generates. Very interesting material and interviews. Look forward to each episode.
  • Artemis_2
    great podcast
    great podcast for introducing recent important works in machine learning
  • almennur
    All things Microsoft
    The recent episodes suspiciously feature only people from Microsoft who tout Azure.
  • LizRr78
    Could be better
    Would rate higher, but the “banter” drives me up a wall.
  • infinitepikachu
    Could be better if the other host has more science background/intuition
    The selected topics and contents are great. However did not enjoy when the cohost was present. Noticed quite a few times when she was not even listening, insisted she was on the right track but clearly not, or gave very irrelevant suggestions. I frankly got carried away and cannot focus on the true meaningful contents of the podcast after the interaction with the cohost started.
  • knyyng
    DL is not magic
    If you spend one episode interviewing the author of certain DL algorithm, doesn’t explain it well, then just declare it as magic, please might as well save all of our time and not do the episode at all!
  • fizzbuzzbot
    The “banter” is truly awful
    The main podcast is good. But, I have to skip the episodes where he talks to the female co-host as if she’s an idiot while she asks ridiculous questions and makes insipid comments. Honestly, she’s frequently repeating back something simple that he said as if it’s a deep mystery of the universe. i.e. Female co-host: “computer?” (Sounding utterly puzzled) Male host: “Yes, a computer” (launches into 10 minute explanation as if to a child). Then, often she will laugh or sigh or giggle for no apparent reason. I’ve wondered if she’s actually high when she talk so slow and giggles at random. If she’s not and this is scripted, pretty demeaning.
  • Peaceful bird
    Good. Could be great.
    This show is very good, but would be great if the co-host was more science-minded. As it stands, the mini episodes consist of Kyle explaining technical concepts to Linh Da, who is intended to be the layperson and prevent Kyle from getting too jargon-y. She is effective in that capacity. However, quite a bit of time gets wasted with arguments that would mostly not occur if Kyle were speaking to, say, a trained biologist, or even an attorney. Because it gets pretty annoying, I have to keep my listening of the show fairly sparse. Great show overall, and the deeper dives with guests are killer.
  • meowm3ow
    The wife ruins this podcast
    This podcast has a lot of potential and good content, but the wife communication style (dumbing herself down, acting ditzy, almost seems drunk?) is distracting and uncomfortable. This is my first podcast review I just felt so compelled to write this. I understand the need to have a “non expert” dynamic, but dear god Linda stop. Bring a friend (female or male doesn’t matter) who’s at least a little interested / curious.
  • jfoqugdbdy
    Bad Co-host
    Dear god please stop having your wife on this podcast. It would be better to be alone on those episodes.
  • Endurofan
    Disrespectful
    Why does he treat Linda like she’s dumb? It seems pretty clear that’s she’s artificially dumbing her questions down so he can string together terrible analogies, without a clear line of thought, and does not drive to a thesis. 25 minutes of classic mansplaining.
  • logicalzanity
    Just can’t listen to anything with Linh Da anymore
    Episodes without her are good. I’ve tried to push through episodes with her but she just becomes so pedantic about the simplest of things the show just gets derailed and instead I’ve learned nothing about the topic. I realize what he is trying to do, but even people new to this field aren’t as ignorant as she pretends (hopefully) to be.
  • Suman_d
    Very helpful and interesting
    I am very new and was looking for data science podcast. But I am surprise to listen the variety of topics every week you have discussed. Still listening from 2014 podcast items. Can not wait myself to listen all. Great work. Thank you very much for all your hard work to make podcast for every week.
  • ivoryorange
    Unfortunate
    As an engineer looking to reinforce my knowledge of data science, I was very interested in the content of this podcast, but unfortunately the tone comes off as condescending and patronizing. It sounds like the husband is forcing his uninterested wife to listen to him drone on about work. Offputting and misogynistic. Also, I think the content is too simplistic sometimes because the woman is not interested in the material and therefore doesn't follow the explanations as well as the (presumably interested) audience, causing backtracking and over-explanation and over-simplification.
  • Danzz14
    Deserves a 5 of 5 if...
    Deserves a 5 out of 5 if it weren’t for Linduh. I’ve skipped so many episodes that could have been of great relevance to me, because of her. Kyle if possible, please recreate those episodes where Lindha was “co-hosting” so I can absorb your vast knowledge.
  • michel0126nutrition
    Great mix of basic stats and advanced ML conversations
    Kyle makes the interviews very interesting. He asks great questions, mainly because he is very intelligent. I like the Mini episodes where Kyle and Linda (Kyle’s wife) cover fundamental statistic concepts. In the longer episodes Kyle interviews an expert in a certain field, which provides great tips on data science and machine learning models. Totally recommend if you have interest in improve your data science skill set.
  • Preston Rattle
    New co-host is needed
    The guy is good, the girl is absolutely dreadful. I spent two episodes trying to figure out if she has a gun to her head, forcing her to be a part of the podcast or not. Assuming she’s not a hostage, do yourselves a favor and find a better interlocutor.
  • genvivmc
    Better guests
    I love the host if the show. But listening to the Louvain method episode, the guest wasn’t there for an intellectual conversation and she didn’t enhance the conversation. Get someone to match your energy and align better on the intent.
  • bearamy12
    Weird dynamic between cohosts
    My (male) coworker recommended this podcast to me. I really enjoy Kyle’s well thought our explanations of algorithms, but why is the format his mansplaining them to his wife? Couldn’t get past one episode due to this.
  • rwurth
    stop the ditz female stereotype PLEASE
    Would love to love this podcast. Would love to be able to actually finish listening to any of the episodes with Linh-Da, but it's intolerable listening to how ditzy she makes herself sound (I say make because I'm assuming this is intentional). As a woman in data science, it's hard enough to be taken seriously without having the stereotype that women are too dumb to work with numbers & computers perpetuated in a podcast that is meant to challenge conventional thought. Ugh, please please please let Linh-Da's character on the show be smart or just ommit her entirely. I want to like this podcast so badly.
  • GoblinQueen6
    Fantastic topics and information, horrendous co-host
    I love the topics in this podcast and the simple, informative ways that Kyle explains the concepts. I would love this podcast and listen to it as much as possible if Linhda was not constantly being rude, negative and downright ignorant after every thoughtful thing he says. It’s sad. I was recommended the class by my Python probabilities professor and really wanted to like it. Have to unsubscribe. I can’t listen to it without wanting to scream at Linhda. Don’t bother unless you can handle an ignorant child constantly interjecting and giving incorrect information in between a fantastic lecture.
  • joefrenomics
    Awesome Podcast
    As a wannabe data scientist, this is among the best data podcasts around. I particularly love the husband and wife banter.
  • trianta2
    Interesting and educational podcast
    I love listening during my commute!
  • Melissa Jayne Kinsey
    Perfect chemistry
    What a treat to listen to Kyle Polich, his wife (Linh Da), and their guests. Kyle is a gifted teacher and communicator. Linh Da is a delightful foil for Kyle's explanations, declaring "Nnnope!" each time he asks if she's familiar with this or that idea. Kyle uses cornbread recipes to demonstrate experimental design and Yelp reviews to illustrate noisy data. He even uses bird poop as an example of k-means clustering. His explanations are completely unpretentious, and he's a great interviewer, to boot.
  • Dannnnn111666777
    Great!
    I really like both of the hosts in the mini episodes, they are really helpful introductions to data science!
  • Fooddd
    I hated the first one - now like most
    Kyle I think is his name is good. Good questions and insight. The Socratic style with the lady is really bad.. I'm sorry but as a techie she is just a bit annoying and I can't stand it. 5stars for episodes without her.. I hope that isn't too harsh
  • Todd Morrill
    Best data science podcast out there
    I’ve been listening for about 2 years now and this is the best data science podcast out there. I’m cycling through all the content that came out years ago because it’s so good.
  • HFPLLC
    Real Insight and Understanding
    Best place to understand developments in data science!
  • Ph0enixFire
    Clear explanations of modern data science topics!
    I'm a beginner who is just dipping my toes in data science, and this show is absolutely perfect for me. Kyle and his wife Linda do a nice job combining real-world examples with complex data science concepts in an understandable way. The interviews with his guests are always thoughtful, sometimes quite advanced (but the topic is usually advanced), and even if I feel over-my-head, I always come away from each episode having learned something new. The show is heavy on the "data" and light on the "skeptic", at least for the episodes I've listened to, but I think it's a good mix most of the time. Keep up the great work Kyle and Linda! Looking forward to the upcoming AI episodes.
  • mica15
    fascinating topics I didn't know I wanted to know about
    I started from the beginning a couple weeks ago, so I'm still listening to the ones from 2014, but it's still applicable and it's awesome! I agree with a lot of the positive reviews here. in the podcast, Kyle and Linda asked for podcast reviews for support, and I wanted to show my support, so here it is! thank you!!! I learned about this podcast from lectures of coursera's first class of the "Applied Data Science with Python" specialization, "Introduction to Data Science in Python". yay!
  • Orlovs
    Nice work
    Maan! I love this podcast. The best on about a lot of good things in data analytics.
  • jlpdx
    Really great
    The mini episodes and interviews are a good combination.
  • hiqup5105
    Very insightful and entertaining
    A coworker told me about this podcast and now Kyle, Lynda and their guests are my companion through my morning commute. The information is very interesting. I don't consider myself to be a data scientist, and I find the topics/conversations very easy to follow. Working in data analytics This podcast has helped me learn more about predictive analytics and machine learning techniques. I love the mini episodes, very smart way to explain complex data science concepts in layman terms. The recordings are very clean especially the latest episodes. in my opinion the editing sometimes makes the conversations flow a bit faster and makes it sound a bit robotic!, still that doesn't take much from the value of the podcast. He also includes different initiatives and projects that are worth checking out for those interested in data analysis and machine learning. Keep up the good work!
  • Zerae
    One of my favorites
    DS includes short and full length episodes. The show is hosted by Kyle, with Linda popping in regularly as a way of keeping the explanations honestly accessible. Tr podcast also features interviews with practitioners/ experts. The podcast is charming and fills a unique niche among other data science podcasts. Strikes a good balance between depth and accessibility, and always interesting and entertaining.
  • Fafaliii
    A must for anyone interested in the topic
    I highly recommend data skeptic to both experts and newbies of the field of data science. For newbies, it helps keep up the pace and get the intuition behind different aspects of data science. For experts, it helps staying up to date and revisit (rethink) useful tools, methods and trends. Data skeptic team, keep up the good work 👏
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