Super Data Science: ML & AI Podcast with Jon Krohn
Episodes
581: Bayesian, Frequentist, and Fiducial Statistics in Data Science
07 Jun 2022
Contributed by Lukas
In this episode founding Editor-in-Chief of the Harvard Data Science Review and Professor of Statistics at Harvard University, Prof. Xiao-Li Meng, joi...
580: Collecting Valuable Data
03 Jun 2022
Contributed by Lukas
In this episode, Jon resumes his series on strategies for getting business value from machine learning. Part one saw him review several ways to identi...
579: Transforming Dentistry with A.I.
31 May 2022
Contributed by Lukas
In this episode, the CEO of Overjet, Dr. Wardah Inam, joins Jon Krohn to discuss the classification and quantification of dental diagnoses with comput...
578: Identifying Commercial ML Problems
27 May 2022
Contributed by Lukas
In this episode, Jon kicks off a new Five-Minute Friday series that explores the strategies for getting business value from machine learning. Part one...
577: Scaling A.I. Startups Globally
24 May 2022
Contributed by Lukas
In this episode, the former CEO and co-founder behind Onfido, an AI-based ID verification, joins Jon Krohn to discuss his path to start-up success. Tu...
576: Tech Startup Dramas
20 May 2022
Contributed by Lukas
Hollywood has officially fallen for the drama of tech startups! Tune in to hear Jon Krohn review the small-screen adaptations of WeWork (WeCrashed), U...
575: Optimizing Computer Hardware with Deep Learning
17 May 2022
Contributed by Lukas
In this episode, the Director of Architecture at NVIDIA, Dr. Magnus Ekman, joins Jon Krohn to discuss how machine learning, including deep learning, c...
574: Music for Deep Work
13 May 2022
Contributed by Lukas
In this episode, Jon shares how the right music can power your productivity. It's no secret that he's a big fan of 'deep work,' but this week, he open...
573: Automating ML Model Deployment
10 May 2022
Contributed by Lukas
In this episode, co-founder and CEO of Linea, Dr. Doris Xin, joins Jon Krohn to discuss how automating ML model deployment delivers groundbreaking cha...
572: Daily Habit #9: Avoiding Messages Until a Set Time Each Day
06 May 2022
Contributed by Lukas
In this episode, Jon shares his habit of blocking out two hours in his mornings that are free from email and social media distractions. Tune in to lea...
571: Collaborative, No-Code Machine Learning
03 May 2022
Contributed by Lukas
Einblick co-founder and associate professor at MIT, Tim Kraska, joins Jon Krohn to discuss no-code collaboration tools for data science and uncovers t...
570: DALL-E 2: Stunning Photorealism from Any Text Prompt
29 Apr 2022
Contributed by Lukas
In this episode, Jon is back with another A.I. model breakthrough! He updates listeners on OpenAI's outstanding DALL-E 2 model. The new natural langua...
569: A.I. For Crushing Humans at Poker and Board Games
26 Apr 2022
Contributed by Lukas
Research Scientist at Meta AI, Dr. Noam Brown, joins Jon Krohn to discuss his award-winning no-limit poker-playing algorithms and the real-world impli...
568: PaLM: Google's Breakthrough Natural Language Model
22 Apr 2022
Contributed by Lukas
In this episode, Jon updates listeners on one of the industry's biggest breakthroughs to date –Google's new natural language processing model, PaLM....
567: Open-Access Publishing
19 Apr 2022
Contributed by Lukas
In this episode, the MIT Press Director and Publisher, Dr. Amy Brand, joins Jon Krohn to discuss open-access publishing in data science and how to add...
566: The Best Time to Plant a Tree
15 Apr 2022
Contributed by Lukas
In this episode, Jon reflects on the Chinese proverb: "The best time to plant a tree was 20 years ago. The second best time is now." He also challenge...
565: AGI: The Apocalypse Machine
12 Apr 2022
Contributed by Lukas
In this episode, Jeremie Harris dives into the stirring topic of AI Safety and the existential risks that Artificial General Intelligence poses to hum...
564: Clem Delangue on Hugging Face and Transformers
08 Apr 2022
Contributed by Lukas
In this episode, Jon speaks with the CEO of Hugging Face, Clem Delangue, about open-source machine learning and transformer architectures, while atten...
563: How to Rock at Data Science — with Tina Huang
05 Apr 2022
Contributed by Lukas
In this episode, superstar data science YouTuber Tina Huang joins us to discuss what it's like to work at one of the world's largest tech companies, h...
562: Daily Habit #8: Math or Computer Science Exercise
01 Apr 2022
Contributed by Lukas
In this episode, Jon shares his daily technical exercise, which is part of an extensive habit tracking system that allows him to achieve more, create ...
561: Engineering Data APIs
29 Mar 2022
Contributed by Lukas
In this episode, Ribbon Health CTO Nate Fox joins us to discuss the ins and outs of APIs. Tune in to hear him share how he and his team build out APIs...
560: Daily Habit #7: Read Two Pages
25 Mar 2022
Contributed by Lukas
In this episode, Jon shares his daily habit of reading two pages and explains how it has transformed his productivity. Additional materials: www.supe...
559: GPT-3 for Natural Language Processing
22 Mar 2022
Contributed by Lukas
Natural language processing expert and PhD student Melanie Subbiah sits down with Jon Krohn to discuss GPT-3, its strengths and weaknesses, and the fu...
558: Jon's Answers to Questions on Machine Learning
18 Mar 2022
Contributed by Lukas
In this episode, Jon shares the key topics he recently discussed with the Open Data Science Conference. From the approach behind his extensive machine...
557: Effective Pandas
15 Mar 2022
Contributed by Lukas
Pandas expert Matt Harrison sits down with Jon Krohn to discuss tips, tricks and best practices for Pandas learning and mastery. In this episode you ...
556: Jon's Machine Learning Courses
11 Mar 2022
Contributed by Lukas
Discover Jon’s extensive library of machine learning content and learn why Jon's Machine Learning House forms the knowledge structure of an outstand...
555: Sports Analytics and 66 Days of Data with Ken Jee
08 Mar 2022
Contributed by Lukas
Data scientist and Youtuber Ken Jee joins Jon Krohn for a deep dive into the world of sports analytics and brings us behind the makings of his large, ...
554: Jon's Deep Learning Courses
04 Mar 2022
Contributed by Lukas
In this episode, Jon shares where you can find his extensive deep learning video content and courses. Tune in to learn more about his deep learning cu...
553: The Statistics and Machine Learning Quests of Dr. Josh Starmer
01 Mar 2022
Contributed by Lukas
In this episode, Dr. Josh Starmer, the creative, musical genius behind the wildly popular YouTube channel StatQuest joins the podcast to discuss stati...
552: The Most Popular SuperDataScience Episodes of 2021
25 Feb 2022
Contributed by Lukas
In this episode of Five-Minute Friday, Jon recaps the most popular SuperDataScience podcast episodes from 2021. See what you might have missed and cat...
551: Deep Reinforcement Learning — with Wah Loon Keng
22 Feb 2022
Contributed by Lukas
In this episode, gifted author and software engineer Wah Loon Keng joins the podcast to dive deep into reinforcement learning. From its history to lim...
550: Daily Habit #6: Write Morning Pages
18 Feb 2022
Contributed by Lukas
Jon is back with another Five-Minute Friday habit-tracking episode! Listen in as he explains how writing morning pages has helped his data science wor...
549: Engineering Natural Language Models — with Lauren Zhu
15 Feb 2022
Contributed by Lukas
In this episode, Glean software engineer and Stanford graduate Lauren Zhu joins us to discuss her role at a fast-growing startup, working on natural l...
548: Daily Habit #5: Meditate
11 Feb 2022
Contributed by Lukas
Our Five-Minute Friday series on habit tracking returns with a look at one of Jon's daily mindfulness habits–meditation. Learn how to keep this habi...
547: How Genes Influence Behavior — with Prof. Jonathan Flint
08 Feb 2022
Contributed by Lukas
In this episode, Dr. Jonathan Flint, Professor of Psychiatry and Biobehavioral Sciences at the University of California Los Angeles, joins us to discu...
546: Daily Habit #4: Alternate-Nostril Breathing
04 Feb 2022
Contributed by Lukas
Our Five-Minute Friday habit-tracking series continues! Learn more about alternate-nostril breathing–the mindfulness technique that is scientificall...
545: Scaling Data-Intensive Real-Time Applications — with Matthew Russell
01 Feb 2022
Contributed by Lukas
Data scientist and entrepreneur Matthew Russell joins Jon Krohn to discuss the intersection of machine learning and fitness and dive deep into the str...
544: Daily Habit #3: Make Your Bed
28 Jan 2022
Contributed by Lukas
Our habit-tracking series continues with a look at how making your bed can jumpstart your mornings, prevent you from taking part in negative habits an...
543: Sparking A.I. Innovation — with Nicole Büttner
25 Jan 2022
Contributed by Lukas
Nicole Büttner (Founder and CEO of Merantix Labs) joins the podcast to discuss driving A.I. innovation, automation, and transformation and building t...
542: Continuous Calendar for 2022
21 Jan 2022
Contributed by Lukas
Revisit the much-underrated continuous calendar and get started with this uncommon planning method thanks to Jon's 2022 template. Additional materi...
541: Data Observability — with Dr. Kevin Hu
18 Jan 2022
Contributed by Lukas
In this episode, Kevin Hu joins the podcast to talk about founding and growing the data observability startup, Metaplane. Listen in to hear about his ...
540: Daily Habit #2: Start the Day with a Glass of Water
14 Jan 2022
Contributed by Lukas
In this episode, Jon opens up about starting his day with a glass of water – his first morning habit that sets his day off on a healthy and successf...
539: Interpretable Machine Learning — with Serg Masís
11 Jan 2022
Contributed by Lukas
In this episode, Serg Masís joins the podcast to share his in-depth technical knowledge of Interpretable Machine Learning. Together they discuss why ...
538: Daily Habit #1: Track Your Habits
07 Jan 2022
Contributed by Lukas
In this episode, Jon shares his "life-changing" habit tracking system that has allowed him to achieve more, create more structure within his day and c...
537: Data Science Trends for 2022
04 Jan 2022
Contributed by Lukas
Sadie St. Lawrence returns to discuss the biggest data science trends that are set to take over the industry in 2022. In this episode you will learn:...
536: What I Learned in 2021
31 Dec 2021
Contributed by Lukas
Jon goes over his five biggest learnings from 2021 and what he hopes to work on in 2022. Additional materials: www.superdatascience.com/536
535: How to Found, Grow, and Sell a Data Science Start-up
28 Dec 2021
Contributed by Lukas
Prolific data science entrepreneur and Y Combinator alum Austin Ogilvie (Laika, Yhat) joins Jon Krohn for a revealing look into his journey of startin...
534: A Holiday Greeting
24 Dec 2021
Contributed by Lukas
Jon sends a holiday greeting to all listeners. Additional materials: www.superdatascience.com/534
533: Fusion Energy, Cancer Proteomics, and Massive-Scale Machine Vision — with Dr. Brett Tully
21 Dec 2021
Contributed by Lukas
Dr. Brett Tully joins us on the podcast to discuss his work as Director of AI Output Systems at Nearmap and his previous research in biomedical topics...
532: Mutable vs Immutable Conditions
17 Dec 2021
Contributed by Lukas
Jon discusses one helpful framework when it comes to problem-solving and how data scientists are uniquely positioned to employ this technique. Additi...
531: Data Science at the Command Line
14 Dec 2021
Contributed by Lukas
Jeroen Janssens joins on the podcast to discuss his book on utilizing the command line for data science and the importance of polyglot data science wo...
530: Ten A.I. Thought Leaders to Follow (on Twitter)
10 Dec 2021
Contributed by Lukas
Jon details his top ten AI thought leaders hoping that his suggestions prove valuable to you in your data science journey. Additional materials: www....
529: A.I. Robotics at Home
07 Dec 2021
Contributed by Lukas
Dave Niewinski joins us to discuss his prolific work in robotics both as a consultant and a popular YouTuber. In this episode you will learn: Dave’...
528: The Normal Anxiety of Content Creation
03 Dec 2021
Contributed by Lukas
Jon explores his personal anxieties as a content creator to encourage fellow creators to keep sharing their knowledge. Additional materials: www.supe...
527: Automating Data Analytics
30 Nov 2021
Contributed by Lukas
Peter Bailis joins the podcast to discuss the work of his company that solves complex commercial problems through automated data analysis. In this ep...
526: The Highest-Paying Data Frameworks
26 Nov 2021
Contributed by Lukas
I finish up our three-part series on the results of the O’Reilly Survey, looking at the highest-paying data frameworks. Additional materials: www.s...
525: Hurdling Over Data Career Obstacles
23 Nov 2021
Contributed by Lukas
Karen Jean-Francois joins us to discuss how she wants to empower her team members and a wider audience of data scientists battling imposter syndrome. ...
524: The Highest-Paying Data Tools
19 Nov 2021
Contributed by Lukas
In this episode, I go over the highest-paying data tools based on the O’Reilly survey. Additional materials: www.superdatascience.com/524
523: Open-Source Analytical Computing (pandas, Apache Arrow)
16 Nov 2021
Contributed by Lukas
Wes McKinney joins us to discuss the history and philosophy of pandas and Apache Arrow as well as his continued work in open source tools. In this ep...
522: Data Tools vs. Data Platforms
12 Nov 2021
Contributed by Lukas
I provide you with some quick definitions of data tools vs data platforms to prep us for deep dives in future episodes. Additional materials: www.sup...
521: Skyrocket Your Career by Sharing Your Writing
09 Nov 2021
Contributed by Lukas
Khuyen Tran joins us to discuss her work as a prolific technical writer and undergraduate data science student. In this episode you will learn: Khuy...
520: The Highest-Paying Programming Languages for Data Scientists
05 Nov 2021
Contributed by Lukas
I take a look at the results of O’Reilly’s survey on salaries for data scientists in 2021. Additional materials: www.superdatascience.com/520
519: A.I. for Good
02 Nov 2021
Contributed by Lukas
James Hodson joins us to discuss his philosophy and work at A.I. For Good and how they aim to promote sustainability and A.I. use for social issues. ...
518: Fail More
29 Oct 2021
Contributed by Lukas
This week, I provide a short but important bit of advice on failure. Additional materials: www.superdatascience.com/518
517: Courses in Data Science and Machine Learning
26 Oct 2021
Contributed by Lukas
Sadie St. Lawrence talks in-depth about her extensive work as a data science educator through both online and collegiate courses as well as her organi...
516: Does Caffeine Hurt Productivity? (Part 3: Scientific Literature)
22 Oct 2021
Contributed by Lukas
In this episode, I finish up my saga into the effects of caffeine on productivity. Additional materials: www.superdatascience.com/516
515: Accelerating Impact through Community — with Chrys Wu
19 Oct 2021
Contributed by Lukas
Chrys Wu joins us to discuss her community organizations, her tips, and her recommended resources for building data science communities for impact. I...
514: Does Caffeine Hurt Productivity? (Part 2: Experimental Results)
15 Oct 2021
Contributed by Lukas
In this episode, I dive into the nuts and bolts of data on my experiment into caffeine and productivity. Additional materials: www.superdatascience.c...
513: Transformers for Natural Language Processing
12 Oct 2021
Contributed by Lukas
Denis Rothman joins us to discuss his writing work in natural language processing, explainable AI, and more! In this episode you will learn: What ar...
512: Does Caffeine Hurt Productivity? (Part 1)
08 Oct 2021
Contributed by Lukas
I dive into a personal experiment to test my productivity relative to my coffee intake and if caffeine is actually hurting my productivity. Additiona...
511: Data Science for Private Investing — LIVE with Drew Conway
05 Oct 2021
Contributed by Lukas
Drew Conway joins us on the first live podcast to discuss his work in private investing and how data science figures into and improves his work. In t...
510: Deep Reinforcement Learning
01 Oct 2021
Contributed by Lukas
In this episode, I dive into the world of reinforcement learning and deep reinforcement learning and the benefits of both. Additional materials: www....
509: Accelerating Start-up Growth with A.I. Specialists
28 Sep 2021
Contributed by Lukas
Parinaz Sobhani joins us to discuss the cutting-edge work of Georgian, a collaborative company that helps start-ups implement and scale machine learni...
508: Building Your Ant Hill
24 Sep 2021
Contributed by Lukas
In this episode, I discuss an interesting bit of my grandmother’s view about the process of working and going through life. Additional materials: w...
507: Bayesian Statistics
21 Sep 2021
Contributed by Lukas
Rob Trangucci joins us to discuss his work and study in Bayesian statistics and how he applies it to real-world problems. In this episode you will le...
506: Supervised vs Unsupervised Learning
17 Sep 2021
Contributed by Lukas
In this episode, I continue with last week’s theme and discuss the differences between supervised and unsupervised learning. Additional materials: ...
505: From Data Science to Cinema
14 Sep 2021
Contributed by Lukas
Hadelin de Ponteves joins us to discuss his latest educational work and how his skills as a data science educator helped him start his career in actin...
504: Classification vs Regression
10 Sep 2021
Contributed by Lukas
In this episode, I give a quick introduction to subcategories of supervised learning problems. Additional materials: www.superdatascience.com/504
503: Deep Reinforcement Learning for Robotics
07 Sep 2021
Contributed by Lukas
Pieter Abbeel joins us to discuss his work as an academic and entrepreneur in the field of AI robotics and what the future of the industry holds. In ...
502: Managing Imposter Syndrome
03 Sep 2021
Contributed by Lukas
In this episode, I explore a common issue plaguing people across fields: imposter syndrome. Additional materials: www.superdatascience.com/502
501: Statistical Programming with Friends
31 Aug 2021
Contributed by Lukas
Jared Lander joins us to discuss his work as an R meetup organizer, the upcoming virtual R Conference, and his work as a consultant for a variety of c...
500: Yoga Nidra with Jes Allen
27 Aug 2021
Contributed by Lukas
In this very special episode, we delve into a live yoga Nidra practice with Jes Allen and go over how you can open up to consciousness through yoga pr...
499: Data Meshes and Data Reliability
24 Aug 2021
Contributed by Lukas
Barr Moses joins us to discuss the importance of data reliability for pipelines and how companies can achieve data mesh. In this episode you will lea...
498: How Only Beginners Know Everything
20 Aug 2021
Contributed by Lukas
In this episode, I dive into a reoccurring pattern I’ve noticed where beginners, myself included, think they’re more skilled and experienced than ...
497: Maximizing the Global Impact of Your Career
17 Aug 2021
Contributed by Lukas
Benjamin Todd joins us to discuss his work helping professionals maximize their career capital, the top skills to learn across professions, and more. ...
496: 2040: A Brain-Computer Interface Story
13 Aug 2021
Contributed by Lukas
In this episode, you’ll enjoy a fictional narrative I’ve titled “2040: A Brain-Computer Interface Story”. Additional materials: www.superdata...
495: Successful AI Projects and AI Startups
11 Aug 2021
Contributed by Lukas
Greg Coquillo joins us to discuss his work on ROI for startups and the best ways to make the most of your company’s AI investment. In this episode ...
494: How to Instantly Appreciate Being Alive
06 Aug 2021
Contributed by Lukas
In this episode, I talk about an interesting thought experiment that helps you appreciate your existence. Additional materials: www.superdatascience....
493: Bringing Data to the People
03 Aug 2021
Contributed by Lukas
Anjali Shrivastava joins us to discuss her data science degree and her content creation efforts to bring data science to the people. In this episode ...
492: The World is Awful (and it's Never Been Better)
30 Jul 2021
Contributed by Lukas
In this episode, I discuss the changing child mortality rate as evidence of how much better the world is and how much better it could be. Additional ...
491: R in Production
27 Jul 2021
Contributed by Lukas
Veerle van Leemput joins us to make the case for why you should be using R for production. In this episode you will learn: Our shared powerlifting p...
490: Say No to Pie Charts
23 Jul 2021
Contributed by Lukas
In this episode, I discuss why you should avoid the visually pleasing but flawed pie chart. Additional materials: www.superdatascience.com/490
489: Monetizing Machine Learning
20 Jul 2021
Contributed by Lukas
Vin Vashishta joins us to discuss his AI consulting work and his philosophy on AI strategy for monetization. In this episode you will learn: V-Squar...
488: The Price of Your Attention
16 Jul 2021
Contributed by Lukas
In this episode, I discuss the simple and cheap ways you can buy yourself more time during the day. Additional materials: www.superdatascience.com/48...
487: Fixing Dirty Data
13 Jul 2021
Contributed by Lukas
Susan Walsh joins us to discuss the importance of data cleaning and normalization and how clean procurement data can save companies money. In this ep...
486: The History of Calculus
09 Jul 2021
Contributed by Lukas
In this episode, I go over the world history of calculus and how we still use these techniques today. Additional materials: www.superdatascience.com/...
485: Financial Data Engineering
06 Jul 2021
Contributed by Lukas
Doug Eisenstein joins us for a great and in-depth conversation on data engineering in the financial sector. In this episode you will learn: • The f...
484: Algorithm Aversion
02 Jul 2021
Contributed by Lukas
In this episode, I discuss interesting research on why humans are so quick to lose faith in algorithms. Additional materials: www.superdatascience.co...
483: Setting Yourself Apart in Data Science Interviews
29 Jun 2021
Contributed by Lukas
Andrew Jones joins us to discuss data science interviews and how you can maximize your chances on interview time, resume, and more! In this episode y...
482: Continuous Calendars
25 Jun 2021
Contributed by Lukas
In this episode, I talk about the advantages of using a continuous calendar. Additional materials: www.superdatascience.com/482