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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:
    666: GPT-4 Mar 31, 2023
    Show notes

    GPT-4 has landed! But how well does it compare to GPT-3.5? Tune in to hear Jon stack its performance against its predecessor–the results might just blow your mind.
    Additional materials: www.superdatascience.com/666
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    665: How to be both socially impactful and financially successful in your data career Mar 28, 2023
    Show notes

    Angel investor and data science consultant Josh Wills sits down with Jon Krohn to discuss his former roles (Google, Slack, and Cloudera) and the essential skills for engineering scalable machine learning projects.

    This episode is brought to you by Pathway, the reactive data processing framework, and by epic LinkedIn Learning instructor Keith McCormick. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • Josh's 'Data Engineering for Machine Learning' course [06:50]
    • Contextual bandits [10:52]
    • Data quality and monitoring [16:45]
    • The “infinite loop of sadness” in data product development [25:12]
    • Josh’s definition of a data scientist [30:02]
    • Josh's role at WeaveGrid [37:36]
    • Management-Track vs Independent Contributor [48:47]
    • Josh's work on the Covid pandemic [1:06:46]
    • Josh’s favorite tech stack [1:11:13]

    Additional materials: www.superdatascience.com/665


    664: MIT Study: ChatGPT Dramatically Increases Productivity Mar 24, 2023
    Show notes

    Can ChatGPT make us better and faster in our work, and is it the future or just another fad? In this episode, Jon Krohn delves into a new study from MIT about the tool’s potential productivity for white-collar tasks.
    Additional materials: www.superdatascience.com/664
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    663: Astonishing CICERO negotiates and builds trust with humans using natural language Mar 21, 2023
    Show notes

    NLP, transformer architectures, and machines beating humans at their own game: Jon Krohn talks to Alexander H. Miller about his work in building a machine that can outsmart humans in the game of Diplomacy by engineering powers of persuasion and collusion to its own advantage.

    This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick (linkedin.com/learning/instructors/keith-mccormick). Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • Training a natural language model to interact with Diplomacy players [05:07]
    • Processing speeds for a Diplomacy bot [29:32]
    • Using transformer architectures [37:25]
    • How Diplomacy AI actually works [43:25]
    • CICERO's potential real-world applications [55:28]
    • How to R&D an AI project [59:27]
    • How to become an AI Research Manager [1:06:12]

    Additional materials: www.superdatascience.com/663


    662: The Most Popular SuperDataScience Podcast Episodes of 2022 Mar 17, 2023
    Show notes

    Our list of the top 10 SuperDataScience podcast episodes for 2022 is here. From Pandas to causality, AI breakthroughs and data storytelling, these were your most popular episodes of the year gone by.

    Additional materials: www.superdatascience.com/662

    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    661: Designing Machine Learning Systems Mar 14, 2023
    Show notes

    Chip Huyen, co-founder of Claypot AI and author of O'Reilly's best-selling "Designing Machine Learning Systems" is here to share her expertise on designing production-ready machine learning applications, the importance of iteration in real-world deployment, and the critical role of real-time machine learning in various applications. Technical listeners like data scientists and machine learning engineers will definitely enjoy this one!

    This episode is brought to you by Pathway, the reactive data processing framework (pathway.com), and by epic LinkedIn Learning instructor Keith McCormick (linkedin.com/learning/instructors/keith-mccormick). Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • Why Chip wrote 'Designing Machine Learning Systems' [08:58]
    • How Chip ended up teaching at Stanford [13:18]
    • About Chip's book 'Designing Machine Learning Systems' [21:12]
    • What makes ML feel like magic [30:53]
    • How to align business intent, context, and metrics with ML [37:55]
    • The lessons Chip learned about training data [42:03]
    • Chip's secrets to engineering good features [53:19]
    • How Chip optimizes her productivity [1:07:48]

    Additional materials: www.superdatascience.com/661


    660: Five Ways to Use ChatGPT for Data Science Mar 10, 2023
    Show notes

    ChatGPT is well-known for its potential to disrupt the writing industry, but in what other, perhaps less explored, ways can we use the tool? In this episode, Jon Krohn outlines five critical ways that ChatGPT can augment a data scientist’s work. From generating code to acting as a translation tool for programming languages, listen in to hear why ChatGPT could become a vital part of every data scientist’s toolkit.

    Additional materials: www.superdatascience.com/660

    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    659: Open-Source Tools for Natural Language Processing Mar 07, 2023
    Show notes

    NLP practitioners: this episode is for you. From the awareness of linguistic elements and annotation to getting the necessary people in the room, Vincent Warmerdam presents to Jon Krohn a recipe for a successful project and the open-source NLP tools to get there.

    This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick (linkedin.com/learning/instructors/keith-mccormick). Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • How Vincent came to work with De Speld [08:57]
    • Vincent’s role at Explosion [18:59]
    • How users can apply spaCy [21:46]
    • Prodigy: Annotate training data more efficiently with scripts [26:28]
    • How to manage “skill anxiety” with Calmcode [32:32]
    • How Vincent fixed bad labels [42:47]
    • The value of understanding linguistics for NLP [54:42]
    • How to constrain artificial stupidity [1:02:38]

    Additional materials: www.superdatascience.com/659


    658: How to Build Data and ML Products Users Love Mar 03, 2023
    Show notes

    What makes data products popular? Brian T. O'Neill, Founder and Principal of Designing for Analytics, returns to the podcast to help us crack the code on building data products that people love.

    Additional materials: www.superdatascience.com/658

    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    657: How to Learn Data Engineering Feb 28, 2023
    Show notes

    Data engineering educator Andreas Kretz joins Jon Krohn for a 1-hour primer that covers everything you need to know about the most in-demand role in data. From skills to tools, problem-solving processes and more, growing your knowledge of data engineering only improves your marketability, so tune in today if you're ready to future-proof your data career.

    This episode is brought to you by Glean (glean.io), the platform for data insights fast, and by epic LinkedIn Learning instructor Keith McCormick (linkedin.com/learning/instructors/keith-mccormick). Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • Why learn data engineering? [06:55]
    • What is data engineering? [08:08]
    • What sets Senior Data Engineers apart from junior ones? [13:57]
    • The must-know data-engineering tools [20:26]
    • The right path to learn data engineering [44:24]
    • Are certifications worth it? [51:46]
    • The future of data engineering [55:24]
    • Andreas's career challenges [58:48]
    Additional materials: www.superdatascience.com/657


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