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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

00:38:54

SDS 515: Accelerating Impact through Community —...

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

2021/10/19

Chrys Wu joins us to discuss her community organizations, her tips, and her recommended resources for building data science communities for impact. In this episode you will learn: • The world of K-Pop [ 4:07] • Chrys’s talk at the R Conference [8:56] • Write/Speak/Code [14:05] • Hacks/Hackers [21:58] • Tips on developing data communities [27:22] Additional materials: www.superdatascience.com/515

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00:08:25

SDS 514: Does Caffeine Hurt Productivity? (Part 2:...

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

2021/10/15

In this episode, I dive into the nuts and bolts of data on my experiment into caffeine and productivity. Additional materials: www.superdatascience.com/514

en

00:54:08

SDS 513: Transformers for Natural Language Processing

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

2021/10/12

Denis Rothman joins us to discuss his writing work in natural language processing, explainable AI, and more! In this episode you will learn: • What are transformers and their applications? [7:54] • Denis’s book on explainable AI [25:08] • AI by Example [35:53] • LinkedIn audience questions [42:00] Additional materials: www.superdatascience.com/513

en

00:05:56

SDS 512: Does Caffeine Hurt Productivity? (Part 1)

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

2021/10/08

I dive into a personal experiment to test my productivity relative to my coffee intake and if caffeine is actually hurting my productivity. Additional materials: www.superdatascience.com/512

en

01:09:06

SDS 511: Data Science for Private Investing — LIVE...

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

2021/10/05

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 this episode you will learn: • The R Conference and NYHackR [6:33] • Machine Learning for Hackers [20:17] • Two Sigma and Drew’s work [28:27] • Drew’s team structure at Two Sigma [35:12] • Audience Q&A [46:27] Additional materials: www.superdatascience.com/511

en

00:07:13

SDS 510: Deep Reinforcement Learning

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

2021/10/01

In this episode, I dive into the world of reinforcement learning and deep reinforcement learning and the benefits of both. Additional materials: www.superdatascience.com/510

en

01:21:11

SDS 509: Accelerating Start-up Growth with A.I....

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

2021/09/28

Parinaz Sobhani joins us to discuss the cutting-edge work of Georgian, a collaborative company that helps start-ups implement and scale machine learning and AI. In this episode you will learn: • Parinaz’s work at Georgian [5:35] • Use cases of Georgian’s work [14:35] • Tools and approaches Parinaz uses [32:27] • Environmental concerns of machine learning [42:52] • Hiring at Georgian and what Parinaz looks for [48:18] • How did Parinaz become interested in this? [56:19] • Fairness in AI

en

00:03:29

SDS 508: Building Your Ant Hill

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

2021/09/24

In this episode, I discuss an interesting bit of my grandmother’s view about the process of working and going through life. Additional materials: www.superdatascience.com/508

en

01:55:03

SDS 507: Bayesian Statistics

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

2021/09/21

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 learn: • Getting Rob on the show [8:12] • Stan [9:34] • Gradients [18:15] • What is Bayesian statistics? [23:05] • Multi-modal deep learning [45:20] • Stan package [53:46] • Applications of Bayesian stats [1:09:47] • The day-to-day of a PhD in stats [1:21:56] • What does the future hold? [1:42:37] Additional materials: www.superdatascience.com/507

en

00:09:16

SDS 506: Supervised vs Unsupervised Learning

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

2021/09/17

In this episode, I continue with last week’s theme and discuss the differences between supervised and unsupervised learning. Additional materials: www.superdatascience.com/506

en

00:46:09

SDS 505: From Data Science to Cinema

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

2021/09/14

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 acting. In this episode you will learn: • What has Hadelin been up to? [4:27] • Hadelin’s cinema career and data science crossover [16:02] • Sleep for productivity [27:27] • How did Hadelin decide to undertake this? [32:26] • Bollywood vs Hollywood [37:26] Additional materials: www.superdatascience.com/505

en

00:05:44

SDS 504: Classification vs Regression

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

2021/09/10

In this episode, I give a quick introduction to subcategories of supervised learning problems. Additional materials: www.superdatascience.com/504

en

01:18:06

SDS 503: Deep Reinforcement Learning for Robotics

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

2021/09/07

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 this episode you will learn: • How does Pieter do it all? [5:45] • Pieter’s exciting areas of research [12:30] • Research application at Covariant [32:27] • Getting into AI robotics [42:18] • Traits of good AI robotics apprentices [49:38] • Valuable skills [56:40] • What Pieter hopes to look back on [1:04:30] • LinkedIn Q&A [1:06:51] Additional

en

00:04:50

SDS 502: Managing Imposter Syndrome

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

2021/09/03

In this episode, I explore a common issue plaguing people across fields: imposter syndrome. Additional materials: www.superdatascience.com/502

en

00:41:20

SDS 501: Statistical Programming with Friends

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

2021/08/31

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 companies from metal workers to professional football teams. In this episode you will learn: • Jared’s R meetups and our professional history [3:27] • NYHackR [6:42] • The R Conference [13:25] • R for Everyone [18:55] • Lander Analytics [22:10] • Job openings at Lander Analytics [25:04] • R vs. Python [29:15] • The importance of pizza in Jared’s life

en

00:53:51

SDS 499: Data Meshes and Data Reliability

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

2021/08/24

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 learn: • Data meshes [4:25] • Self-serve data reliability [15:36] • How Monte Carlo helps data up time [21:13] • How to build an effective data science team [26:50] • LinkedIn Q&A [31:50] Additional materials: www.superdatascience.com/499

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01:00:29

SDS 500: Yoga Nidra with Jes Allen

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

2021/08/24

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 practice. In this episode you will learn: • [3:40] What Yoga means • [10:00] Jes’s current work as a yoga practitioner • [22:31] How to find Jes online • [27:09] The Yoga Nidra practice • [54:50] Coming out of the practice Additional materials: www.superdatascience.com/500

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00:05:53

SDS 498: How Only Beginners Know Everything

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

2021/08/20

In this episode, I dive into a reoccurring pattern I’ve noticed where beginners, myself included, think they’re more skilled and experienced than they really are. Additional materials: www.superdatascience.com/498

en

01:19:05

SDS 497: Maximizing the Global Impact of Your Career

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

2021/08/17

Benjamin Todd joins us to discuss his work helping professionals maximize their career capital, the top skills to learn across professions, and more. In this episode you will learn: • How Benjamin helped me become a data scientist [6:56] • How did 80,000 Hours come about? [9:39] • The impact of 80,000 Hours [14:46] • Funding [17:23] • Where does the name come from? [23:32] • What kind of advice does Benjamin give to people? [25:21] • How data scientists can make an impact [42:04] • How can someone

en

00:03:56

SDS 496: 2040: A Brain-Computer Interface Story

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

2021/08/13

In this episode, you’ll enjoy a fictional narrative I’ve titled “2040: A Brain-Computer Interface Story”. Additional materials: www.superdatascience.com/496

en

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