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PODCAST

Super Data Science: ML & AI Podcast with Jon Krohn

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there"s an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that

technology

All Episodes

00:05:20

SDS 594: Why CEOs Care About A.I. More than Other...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/22

This week, Jon Krohn and A.I. industry veteran Ben Taylor discuss the driving factors that push CEOs to prioritize A.I. over other technologies. Additional materials: www.superdatascience.com/594

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01:21:38

SDS 593: The Real-World Impact of Cross-Disciplinary...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/19

Jon welcomes Professor Philip Bourne, Founding Dean of the School of Data Science at the University of Virginia to discuss his biomedical data science research, the importance of open-source and open-access within the industry and the data science skills you need to succeed today. In this episode you will learn: • Why Philip founded a School of Data Science [6:08] • How computing and data science have evolved across academic departments [15:55] • The improvements needed in higher education

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00:03:23

SDS 592: How to Sell a Multimillion Dollar A.I. Contract

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/15

In this episode, Jon Krohn welcomes A.I. industry veteran Ben Taylor to discuss how to sell multimillion dollar A.I. contracts. Tune in to hear why trust and proof of value are some of the critical steps in his sales process. Additional materials: www.superdatascience.com/592

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01:14:56

SDS 591: Simulations and Synthetic Data for Machine...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/12

Mars Buttfield-Addison, PhD Candidate at the University of Tasmania, joins Jon Krohn for a high-energy episode covering everything from Machine Learning simulations to Swift, space junk, and more! In this episode you will learn: • What simulations and synthetic data are, and why they can be invaluable for real-life applications [5:47] • How simulated bots can solve any problem [9:07] • Practical uses of simulated data [21:49] • Why the mobile operating system language Swift is interesting for A.I

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00:05:56

SDS 590: Artificial General Intelligence is Not Nigh...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/08

In this episode, Jon continues his two-part series on artificial general intelligence (AGI) and why we are unlikely to realize it anytime soon. Listen in as Jon reviews Meta's Yann LeCun's seven-part perspective on the topic. Additional materials: www.superdatascience.com/590

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00:56:28

SDS 589: Narrative A.I. with Hilary Mason

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/05

Hilary Mason, Co-Founder and CEO of Hidden Door, joins Jon Krohn for a live discussion that explores narrative A.I., emerging ML techniques, and how her OSEMN data science process developed. In this episode you will learn: • How narrative A.I. can assist creativity [5:14] • How to build ML products that have no quantitative error function to optimize [10:31] • How to ensure creative A.I. systems do not output non-sense or explicit content [16:58] • Hilary's OSEMN data science process [21:05] • The

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00:05:52

SDS 588: Artificial General Intelligence is Not Nigh

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/07/01

In this episode, Jon kicks off a two-part series that sees him explore the popular topic of artificial general intelligence and why it might–or might not–be only a few years away. Listen in as Jon explains the several reasons why he doesn't believe that AGI is nigh. Additional materials: www.superdatascience.com/588

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01:25:09

SDS 587: Data Engineering for Data Scientists

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/28

Mark Freeman, Senior Data Scientist at Humu, joins Jon Krohn to talk about all things data engineering and offers listeners some critical tips for their data science career journey – from what it takes to get promoted to his number one tip for getting hired at a fast-growing capital-backed startup. In this episode you will learn: • How Humu leverages data and machine learning to improve workplace behaviors [10:38] • What is data engineering? [14:21] • What it takes to get promoted into more senior

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00:04:59

SDS 586: Daily Habit #10: Limit Social Media Use

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/24

In this episode, Jon dives into the popular topic of social media and its impact on his productivity. Tune in to hear how minimizing the use of social media can positively impact your days, mental health and work. Additional materials: www.superdatascience.com/586

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01:26:22

SDS 585: PyMC for Bayesian Statistics in Python

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/21

In this episode, Dr. Thomas Wiecki, Core Developer of the PyMC Library and CEO of PyMC Labs, joins Jon for a masterclass in Bayesian statistics. Tune in to hear about PyMC, and discover why Bayesian statistics can be more powerful and interpretable than any other data modeling approach. In this episode you will learn: • What Bayesian statistics is [7:30] • Why Bayesian statistics can be more powerful and interpretable than any other data modeling approach [17:20] • How PyMC was developed [20:41] •

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00:04:01

SDS 584: OpenAI Codex

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/17

In this episode, Jon reviews the remarkable natural language model Codex by OpenAI. Learn why it has amassed a waitlist and how you can leverage its practical applications in your work. Additional materials: www.superdatascience.com/584

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01:14:57

SDS 583: The State of Natural Language Processing

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/14

In this episode, natural language processing (NLP) expert and Lead Data Scientist at CB Insights, Rongyao Huang, joins Jon Krohn to discuss NLP. Listen in for a thorough review of the field over the past decade and how the coming iron age of NLP will help us overcome the limitations of today's approaches. In this episode you will learn: • The evolution of NLP techniques over the past decade [4:14] • What's next in the coming iron age of NLP [35:33] • Rongyao’s Bauhaus-inspired model for effective

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00:03:20

SDS 582: Model Speed vs Model Accuracy

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/10

In this episode, Jon wraps up his three-part series on business value and machine learning. Listen in as he explains why starting with simple models is best, and why speed is likely more important to your users than accuracy. Additional materials: www.superdatascience.com/582

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01:24:30

SDS 581: Bayesian, Frequentist, and Fiducial...

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/07

In this episode founding Editor-in-Chief of the Harvard Data Science Review and Professor of Statistics at Harvard University, Prof. Xiao-Li Meng, joins Jon Krohn to dive into data trade-offs that abound, and shares his view on the paradoxical downside of having lots of data. In this episode you will learn: • What the Harvard Data Science Review is and why Xiao-Li founded it [5:31] • The difference between data science and statistics [17:56] • The concept of 'data minding' [22:27] • The concept of

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00:05:37

SDS 580: Collecting Valuable Data

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/06/03

In this episode, Jon resumes his series on strategies for getting business value from machine learning. Part one saw him review several ways to identify a commercial problem before starting data collection or ML model development. And now, in part two, Jon digs into the data collection process. Additional materials: www.superdatascience.com/580

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00:47:10

SDS 579: Transforming Dentistry with A.I.

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/05/31

In this episode, the CEO of Overjet, Dr. Wardah Inam, joins Jon Krohn to discuss the classification and quantification of dental diagnoses with computer vision, her data labeling challenges, and tips for building a successful A.I. business. In this episode you will learn: • How Overjet leverages computer vision to qualify and quantify dental diagnoses [5:11] • How A.I. solutions reduce the under-diagnosis of common diseases like periodontal disease [8:15] • Overjet's particular ML challenges within

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00:03:51

SDS 578: Identifying Commercial ML Problems

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/05/27

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 sees him review several ways to identify a commercial problem before starting data collection or ML model development. Additional materials: www.superdatascience.com/578

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00:55:15

SDS 577: Scaling A.I. Startups Globally

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/05/24

In this episode, the former CEO and co-founder of Onfido, an AI-based ID verification, joins Jon Krohn to discuss his path to start-up success. Tune in to hear valuable information from Husayn Kassai. In this episode you will learn: • How Husayn's start-up journey began [5:55] • How Husayn determined that his challenge could be solved by machine vision [11:18] • Onfido's initial seed stages [18:23] • Launching and scaling your start-up in the U.S. market [22:00] • The most important component in

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00:03:26

SDS 576: Tech Startup Dramas

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/05/20

Hollywood has officially fallen for the drama of tech startups! Tune in to hear Jon Krohn review the small-screen adaptations of WeWork (WeCrashed), Uber (Super Pumped), and Theranos (The Dropout). Additional materials: www.superdatascience.com/576

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01:23:34

SDS 575: Optimizing Computer Hardware with Deep Learning

Super Data Science: ML & AI Podcast with Jon Krohn ·

2022/05/17

In this episode, the Director of Architecture at NVIDIA, Dr. Magnus Ekman, joins Jon Krohn to discuss how machine learning, including deep learning, can optimize computer hardware design. The pair also review his exceptional book 'Learning Deep Learning.' In this episode you will learn: • What hardware architects do [10:15] • How ML can optimize hardware speed [ 13:19] • Magnus’s Deep Learning Book [21:14] • Is understanding how ML models work important? [36:16] • Algorithms inspired by biological

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