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    Business

    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 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.

    Advertise

    Copyright: © 2024 Super Data Science: ML & AI Podcast with Jon Krohn

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    Latest Episodes:
    706: Large Language Model Leaderboards and Benchmarks Aug 18, 2023
    Show notes

    In this episode, Caterina Constantinescu dives deep into Large Language Models (LLMs), spotlighting top leaderboards, evaluation benchmarks, and real-world user perceptions. Plus, discover the challenges of dataset contamination and the intricacies of platforms like HELM and Chatbot Arena.
    Additional materials: www.superdatascience.com/706
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    705: Feeding the World with ML-Powered Precision Agriculture Aug 15, 2023
    Show notes

    Join Jon Krohn as he chats with Syngenta Group's Feroz Sheikh, Jeremy Groeteke, and Thomas Jung about the digital revolution in agriculture. Learn how data science is evolving farming, from precision techniques to global food solutions. A compelling blend of tech meets nature.
    This episode is brought to you by AWS Inferentia and by Modelbit, for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • What is precision agriculture? [09:43]
    • What is computational agronomy? [12:30]
    • How Syngenta helps growers optimize yields [21:37]
    • How to bridge the gap between R&D and out in the real world [33:58]
    • What is generative chemistry? [37:52]
    • How generative chemistry accelerates the discovery of new compounds [41:55]
    • How you could make a big social impact in agriculture with data science [56:22]
    • How to go about designing ML models for agriculture [1:00:27]
    Additional materials: www.superdatascience.com/705


    704: Jon’s “Generative A.I. with LLMs” Hands-on Training Aug 11, 2023
    Show notes

    Take on the world of GPT and learn to develop your own, commercially successful Large Language Models (LLMs) with Jon Krohn’s comprehensive, guided training video for generative AI. Get to grips with the technology, learn which tools to use, and find out how to get an eye for business-viable models with Jon’s (ad-)free educational video.
    Additional materials: www.superdatascience.com/704
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    703: How Data Happened: A History, with Columbia Prof. Chris Wiggins Aug 08, 2023
    Show notes

    Statistics history, interdisciplinarity, and data and society. Chris Wiggins talks with Jon Krohn about the power dynamics of data, the transformation of the field of biology through data-driven approaches to genetic sequencing, and the New York Times’ data science team’s cutting-edge approach to accommodating its tech stack.
    This episode is brought to you by the AWS Insiders Podcast and by Modelbit, for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • The importance of the humanities in data science [09:18]
    • How data science “rearranges” power [17:19]
    • An overview of How Data Happened [20:36]
    • The controversial nature of Bayes theorem [29:16]
    • Why we need to consider data ethics [34:00]
    • How biology came to adopt data science into its field [45:44]
    • The data science tech stack at the New York Times [49:18]
    Additional materials: www.superdatascience.com/703


    702: Llama 2 — It's Time to Upgrade your Open-Source LLM Aug 04, 2023
    Show notes

    This week, Jon Krohn is examining Meta's newly released open-source large language model, Llama 2, highlighting its commercial prospects, immense capacity, model variety, and unique 'time awareness' feature. He also discusses its innovative two-stage RLHF approach that enhances its performance.
    Additional materials: www.superdatascience.com/702
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    701: Generative A.I. without the Privacy Risks (with Prof. Raluca Ada Popa) Aug 01, 2023
    Show notes

    Dr. Raluca Ada Popa, renowned computer scientist, entrepreneur, and President of Opaque Systems, joins Jon Krohn to share her insights on securely interacting with AI APIs like OpenAI's GPT-4, the pros and cons of open vs. closed-source AI development, and the seamless operation of compute pipelines across multiple clouds.
    This episode is brought to you by AWS Inferentia and by Modelbit, for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • What is a confidential computing platform? [04:31]
    • How to get started with confidential computing [12:10]
    • The challenges of confidential computing and LLMs [21:11]
    • How to safeguard your data while using commercial LLMs like GPT-4 [38:00]
    • Open-source vs closed-source [52:28]
    • Raluca's PreVail cybersecurity company [1:01:50]
    • Combining entrepreneurship and academic career [1:04:03]
    • DARE Program [1:10:39]
    Additional materials: www.superdatascience.com/701


    700: "The Dream of Life" by Alan Watts Jul 28, 2023
    Show notes

    Yoga and Hindu mythology: This special episode continues the thread of our centenary episodes, SDS 500: Yoga Nidra with Jes Allen and SDS 600: Yoga Nidra Practice with Steve Fazzari, which talked through guided meditation techniques to help improve posture, sleep, and expand consciousness. Inspired by these sessions, host Jon Krohn explores Hindu mythology via Alan Watts’ “The Dream of Life”.
    Additional materials: www.superdatascience.com/700
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    699: The Modern Data Stack, with Harry Glaser Jul 25, 2023
    Show notes

    Model deployment, data warehouse options for running models, and how to best leverage BI tools: Harry Glaser and Jon Krohn discuss Modelbit’s capabilities to automate ML models from notebooks into production-ready models, reducing the time and effort in ‘translating’ information from one mode to another. Harry’s conversation with host Jon Krohn expanded on the importance of automating this task, and how developments in ML modeling have widened access to entire teams to analyze data, whatever their level of expertise.
    This episode is brought to you by the AWS Insiders Podcast. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • What the modern data stack is [03:28]
    • Version control for data scientists [13:30]
    • CI/CD, load balancing and logging [20:38]
    • Snowflake vs. Redshift [30:10]
    • How tools like Looker and Tableau help monitor models [35:26]
    Additional materials: www.superdatascience.com/699


    698: How Firms Can Actually Adopt A.I., with Rehgan Avon Jul 21, 2023
    Show notes

    Company-wide AI adoption can take a lot of persuasion. Rehgan Avon talks to host Jon Krohn about why AI has become necessary for forward-thinking businesses and the steps to implement AI in an institution so that everyone benefits.
    Additional materials: www.superdatascience.com/698
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    697: The (Short) Path to Artificial General Intelligence, with Dr. Ben Goertzel Jul 18, 2023
    Show notes

    AI visionary and CEO of SingularityNET Dr. Ben Goertzel provides a deep dive into the possible realization of Artificial General Intelligence (AGI) within 3-7 years. Explore the intriguing connections between self-awareness, consciousness, and the future of Artificial Super Intelligence (ASI) and discover the transformative societal changes that could arise.
    This episode is brought to you by AWS Inferentia, by the AWS Insiders Podcast, and by Modelbit, for deploying models in seconds. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • Decentralized and benevolent AGI [03:13]
    • The SingularityNET ecosystem [13:10]
    • Dr. Goertzel's vision for realizing AGI - combining DL with neuro-symbolic systems, genetic algorithms and knowledge graphs [25:50]
    • How reaching AGI will trigger Artificial Super Intelligence [38:51]
    • Dr. Goertzel's approach to AGI using OpenCog Hyperon [42:34]
    • Why Dr. Goertzel believes AGI will be positive for humankind [53:07]
    • How to ensure the AGI is benevolent [1:06:43]
    • How AGI or ASI may act ethically [1:13:50]
    Additional materials: www.superdatascience.com/697


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