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

  • By: Jon Krohn
  • Podcast
  • 5.0 out of 5 stars (1 rating)

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Super Data Science: ML & AI Podcast with Jon Krohn

By: Jon Krohn
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  • Summary

  • 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 professional impact. Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy. We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.
    © 2024 Super Data Science: ML & AI Podcast with Jon Krohn
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Episodes
  • 801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles Goddard

    801: Merged LLMs Are Smaller And More Capable, with Arcee AI's Mark McQuade and Charles Goddard
    Jul 16 2024

    Merged LLMs are the future, and we’re exploring how with Mark McQuade and Charles Goddard from Arcee AI on this episode with Jon Krohn. Learn how to combine multiple LLMs without adding bulk, train more efficiently, and dive into different expert approaches. Discover how smaller models can outperform larger ones and leverage open-source projects for big enterprise wins. This episode is packed with must-know insights for data scientists and ML engineers. Don’t miss out!

    Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

    In this episode you will learn:
    • Explanation of Charles' job title: Chief of Frontier Research [03:31]
    • Model Merging Technology combining multiple LLMs without increasing size [04:43]
    • Using MergeKit for model merging [14:49]
    • Evolutionary Model Merging using evolutionary algorithms [22:55]
    • Commercial applications and success stories [28:10]
    • Comparison of Mixture of Experts (MoE) vs. Mixture of Agents [37:57]
    • Spectrum Project for efficient training by targeting specific modules [54:28]
    • Future of Small Language Models (SLMs) and their advantages [01:01:22]

    Additional materials: www.superdatascience.com/801
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    1 hr and 17 mins
  • 800: A Transformative Century of Technological Progress, with Annie P.

    800: A Transformative Century of Technological Progress, with Annie P.
    Jul 12 2024

    The SuperDataScience Podcast is celebrating its 800th episode! Host Jon Krohn speaks to his grandmother, Annie, about growing up at a time when so many technologies we take for granted today were yet to be developed. Listen in to hear Annie’s experience of the changes in technology across 94 years and how she and her family fared in 1940s Ukraine with no electricity or running water.

    Additional materials: www.superdatascience.com/800

    Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
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    44 mins
  • 799: AGI Could Be Near: Dystopian and Utopian Implications, with Dr. Andrey Kurenkov

    799: AGI Could Be Near: Dystopian and Utopian Implications, with Dr. Andrey Kurenkov
    Jul 9 2024

    No-code games with GenAI, the creative possibilities of LLMs, and our proximity to AGI: In this episode, Jon Krohn talks to Andrey Kurenkov about what turned him from an AGI skeptic to a positivist. You’ll also hear about his wildly popular podcast “Last Week in AI” and how the NVIDIA-backed startup Astrocade is helping videogame enthusiasts to create their own games through generative AI. A must-listen!

    This episode is brought to you by AWS Inferentia and AWS Trainium. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

    In this episode you will learn:
    • All about The Gradient and Last Week in AI [10:42]
    • All about Astrocade and Andrey’s role at the startup [24:35]
    • Balancing UX and creative control at Astrocade [42:00]
    • The creative possibilities of LLMs [1:04:15]
    • The rapid emergence of AGI [1:10:31]

    Additional materials: www.superdatascience.com/799
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    1 hr and 46 mins
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Simply a must have in your arsenal

Hands down my #1 source for getting a simplified, inspirational feel and sound for motivation. God bless SuperDataScience and cheers!

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