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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:
    606: Four Thousand Weeks Sep 02, 2022
    Show notes

    Four thousand weeks equate to roughly 80 years—a lifetime for those of us lucky enough to get there. What do we choose to do with this time? How can we stop ourselves from feeling like time in general is slipping away? In this episode, host Jon Krohn reviews the book Four Thousand Weeks: Time Management for Mortals by journalist Oliver Burkeman. He outlines how he has personally benefited from this essential reflection on our thirst for productivity and efficiency.


    Additional materials: www.superdatascience.com/606


    605: Upskilling in Data Science and Machine Learning Aug 30, 2022
    Show notes

    Kian Katanforoosh, CEO of Workera and Lecturer at Stanford University, joins Jon Krohn to reveal the tools, frameworks, and machine learning models that power his platform and remote team.


    In this episode you will learn:

    • What a skills intelligence platform is [3:11]

    • How mentorship can be life-changing [7:45]

    • Four ways that ML drives Kian’s skills intelligence platform [10:57]

    • Kian's day-to-day responsibilities as the CEO of Workera [21:00]

    • What frameworks and software languages Kian and his team selected for building their platform and why [24:20]

    • What Kian looks for in the data scientists and software engineers he hires [31:48]

    • Kian’s Stanford Deep Learning class and mentors [34:58]

    • How Kian’s passion for EdTech began [42:47]


    Additional materials: www.superdatascience.com/605


    604: Ignition: A Landmark Nuclear Fusion Milestone is Achieved Aug 26, 2022
    Show notes

    During this week's Five-Minute Friday episode features, Jon explores recent groundbreaking developments in nuclear fusion –ignition–and what that signals for the future.


    Additional materials: www.superdatascience.com/604


    603: Geospatial Data and Unconventional Routes into Data Careers Aug 23, 2022
    Show notes

    Christina Stathopoulos, Analytical Lead for Waze and Adjunct Professor at IE Business School, joins the podcast to shed light on her work with geospatial data and how she nurtured an entire data career while abroad in Spain.


    In this episode you will learn:

    • Christina's tips on navigating an unconventional path into a data career [3:05]

    • Geospatial data and open-source packages for working with it [10:08]

    • Guidance to help women and other underrepresented groups to thrive in tech [22:28]

    • The hard and soft skills most essential to success in a data role today [39:26]

    • Christina’s #bookaweekchallenge and the top data-centric book recommendations [43:28]


    Additional materials: www.superdatascience.com/603


    602: We Are Living in Ancient Times Aug 19, 2022
    Show notes

    Inspired by a quote from by science fiction writer, Teresa Nielsen Hayden, Jon Krohn reflects on the notion of living in ancient times and the machine learning-related implications that arise from this perspective.


    Additional materials: www.superdatascience.com/602


    601: Venture Capital for Data Science Aug 16, 2022
    Show notes

    This week, Sarah Catanzaro, General Partner at Amplify Partners joins Jon for an episode that dives into the venture capital side of data science. Learn how to fund your data science business idea, take note of what start-ups can do to survive or raise capital in the current economic climate, and discover how to break into the field of venture capital yourself.


    In this episode you will learn:

    • Angel vs. venture capital vs. private equity investment [7:27]

    • How early-stage investment is made prior to a firm having product-market fit [14:33]

    • How to pick winners in early-stage investments [28:08]

    • Tricks to accelerating from a data science idea to obtaining funding [36:21]

    • Observational causal inference [44:01]

    • How to get involved in venture capital [47:37]


    Additional materials: www.superdatascience.com/601


    600: Yoga Nidra Practice with Steve Fazzari Aug 12, 2022
    Show notes

    Rest and relaxation await as Steve Fazzari joins us this week for a special edition of the podcast! Tune in for a rejuvenating session of Yoga Nidra led beautifully by the expert.


    Additional materials: www.superdatascience.com/600


    599: MLOps: Machine Learning Operations Aug 09, 2022
    Show notes

    This week, Mikiko Bazeley, Senior Software Engineer at Mailchimp joins the podcast to share her in-depth knowledge of MLOps: Machine Learning Operations. Tune in to hear her discuss what it entails, why it's so critical for the efficiency of any data science team, and the most important tools you need to master for career success in this field.


    In this episode you will learn:

    • What MLOps is [11:40]

    • Mikiko’s role at Mailchimp and why MLOps is critical for the efficiency of any data science team [27:11]

    • The three most important MLOps tools [32:15]

    • The six most essential MLOps skills for data scientists [47:01]

    • The key factors Mikiko looks when hiring engineers [1:07:31]

    • Mikiko’s productivity tricks for balancing software engineering, content creation, and her athletic pursuits [1:13:20]


    Additional materials: www.superdatascience.com/599


    598: Getting Kids Excited about STEM Subjects Aug 05, 2022
    Show notes

    Ben Taylor makes a fourth appearance on Five-Minute Friday to discuss the best ways to introduce STEM to children. Tune in to hear the many ways in which he thinks STEM education will evolve in the future.


    Additional materials: www.superdatascience.com/598


    597: A.I. Policy at OpenAI Aug 02, 2022
    Show notes

    Dr. Miles Brundage, Head of Policy Research at OpenAI, joins Jon Krohn this week to discuss AI model production, policy, safety, and alignment. Tune in to hear him speak on GPT-3, DALL-E, Codex, and CLIP as well.


    In this episode you will learn:

    • Miles’ role as Head of Policy Research at OpenAI [4:35]

    • OpenAI's DALL-E model [7:20]

    • OpenAI's natural language model GPT-3 [30:43]

    • OpenAI's automated software-writing model Codex [36:57]

    • OpenAI’s CLIP model [44:01]

    • What sets AI policy, AI safety, and AI alignment apart from each other [1:07:03]

    • How A.I. will likely augment more professions than it displaces them [1:12:06]


    Additional materials: www.superdatascience.com/597


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