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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

    • Apple Podcasts
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    Latest Episodes:
    656: A.I. Talent and the Red-Hot A.I. Skills Feb 24, 2023
    Show notes

    How to attract an AI recruiter’s attention: In this episode, Jon Krohn and Tribe AI CEO Jaclyn Rice Nelson break down the key ingredients needed to make a Tribe AI recruiter say “yes!” Get Jaclyn’s top tips for forward-thinking AI talent, the skills you need to learn, and the in-demand roles on Tribe’s list of clients.

    Additional materials: www.superdatascience.com/656

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


    655: AI ROI: How to get a profitable return on an AI-project investment Feb 21, 2023
    Show notes

    Transparent data science, profitable AI, and what’s missing from a data science education: Pandata’s Data Scientist in Residence Keith McCormick and Jon Krohn discuss how “insights” can never be the end product of a data science project, how to ensure you have a specific goal at the start of a project that is related to revenue, and why there is so much miscommunication between data scientists and their clients. Exclude the C-suite at your peril!
    This episode is brought to you by Glean (glean.io), the platform for data insights, fast. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • What an Executive Data Scientist in Residence is [05:27]
    • What A.I. transparency is and how it relates to the field of Explainable A.I. (XAI) [17:34]
    • How companies can ensure they profit from AI projects [36:47]
    • Possible organization structures for data science teams to be profitable [1:02:41]
    • The current gaps in data science education [1:09:58]

    Additional materials: www.superdatascience.com/655


    654: Mike Wimmer: The 14-Year-Old A.I. Entrepreneur Feb 17, 2023
    Show notes

    14-year-old AI prodigy Mike Wimmer joins Jon Krohn to discuss his latest projects. Whether he's using AI to help conserve the world's coral reefs or launching his new IOT-based company, Mike is an endless source of inspiration in the field of AI.

    Additional materials: www.superdatascience.com/654

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


    653: Efficiently Glean-ing Insights from Vast Data Warehouses Feb 14, 2023
    Show notes

    Carlos Aguilar, the founder and CEO of Glean, a data exploration and visualization platform, knows a thing or two about starting and growing a tech startup. After recently raising a $7 million seed round, he sits down with Jon Krohn to dive into the makings of his platform and shares tips for building a great founding team and how to delight early adopters.

    In this episode you will learn:
    • How Glean extracts actionable insights from their client's data warehouses [06:48]
    • What sets Glean apart from other platforms [12:43]
    • Glean's software stack [14:43]
    • Glean's recent fundraising journey [24:56]
    • The essential characteristics of a founding team [30:53]
    • How Carlos founded Glean [36:56]
    • Carlos's former role at Flatiron Health [40:49]
    • How Carlos created a robotic painter [48:57]
    Additional materials: www.superdatascience.com/653


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


    652: A.I. Speech for the Speechless Feb 10, 2023
    Show notes

    MedTech, communications technology and computer vision: In this Five-Minute Friday, Jon Krohn investigates the technology that allows patients who have lost their ability to speak via medical ventilation to communicate clearly.

    Additional materials: www.superdatascience.com/652


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



    651: The Intentional Use of Color in Data Communication Feb 07, 2023
    Show notes

    Data visualizations, color theories and color inclusivity: In this episode, Kate Strachnyi and host Jon Krohn discuss how color can make or break your data visuals, ways to make your charts and graphs more inclusive through color, and how Kate developed the tools and techniques to nail color for your data stories in her latest book, ColorWise: A Data Storyteller’s Guide to the Intentional Use of Color.

    In this episode you will learn:
    • What a “data storyteller” is [11:01]
    • Why color use should always be intentional [12:52]
    • Is color always necessary in data visualization? [29:41]
    • Color selection tips for your data visuals [31:19]
    • Three-color scales [34:54]
    • How to respect individual cultures in the color choices you make [38:25]
    • Best tools for data visualization [54:35]
    Additional materials: www.superdatascience.com/651


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


    650: SparseGPT: Remove 100 Billion Parameters but Retain 100% Accuracy Feb 03, 2023
    Show notes

    SparseGPT is a noteworthy one-shot pruning technique that can halve the size of large language models like GPT-3 without adversely affecting accuracy. In this episode, Jon Krohn provides an overview of this development and explains its commercial and environmental implications.

    Additional materials: www.superdatascience.com/650


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


    649: Introduction to Machine Learning Jan 31, 2023
    Show notes

    Looking for a short primer on Machine Learning concepts? SDS Founder Kirill Eremenko and AI expert Hadelin de Ponteves are back, joining Jon Krohn to review essential ML concepts. From classification errors to logistic regression, feature scaling, the elbow method and more. The popular data science instructors also introduce their latest course: Machine Learning in Python: Level 1.

    In this episode you will learn:
    • Kirill and Hadelin's new course [17:34]
    • Supervised vs unsupervised learning [26:23]
    • False positives and false negatives [31:21]
    • Logistic regression [43:00]
    • Holding out a set of test data [46:39]
    • Feature scaling [52:45]
    • The Adjusted R-Squared metric [59:44]
    • The five assumptions of linear regression [1:05:12]
    • The Elbow Method [1:11:41]


    Additional materials: www.superdatascience.com/649


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


    648: VALL-E: Uncannily Realistic Voice Imitation from a 3-Second Clip Jan 27, 2023
    Show notes

    Text-to-speech gets a groundbreaking update with Microsoft’s VALL-E. On this Five-Minute Friday, Jon Krohn investigates how the Microsoft team modeled their tool to replicate natural human speech using just three seconds of a person’s voice.

    Additional materials: www.superdatascience.com/648


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


    647: Is Data Science Still Sexy? Jan 24, 2023
    Show notes

    Knowledge management, trust of AI, and job automation: Tom Davenport speaks with Jon Krohn about the organizational obstacles to adopting AI, and why the C-suite also needs to learn how to handle data.
    This episode is brought to you by Kolena (kolena.io), the testing platform for machine learning. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
    In this episode you will learn:
    • Cognitive bias in understanding AI [14:13]
    • How AI will augment rather than replace human workers [24:27]
    • OpenAI and regulatory action [35:13]
    • Jobs that might be at risk of being automated [39:57]
    • The potential of citizen science in accumulating and analyzing data [1:02:18]
    • How AI will change the game for the C-suite [1:15:17]
    Additional materials: www.superdatascience.com/647


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