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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:
    556: Jon's Machine Learning Courses Mar 11, 2022
    Show notes

    Discover Jon’s extensive library of machine learning content and learn why Jon's Machine Learning House forms the knowledge structure of an outstanding data scientist or ML engineer.


    Additional materials: www.superdatascience.com/556


    555: Sports Analytics and 66 Days of Data with Ken Jee Mar 08, 2022
    Show notes

    Data scientist and Youtuber Ken Jee joins Jon Krohn for a deep dive into the world of sports analytics and brings us behind the makings of his large, online data science community.


    In this episode you will learn:

    • The inspiration behind Ken’s YouTube videos [18:03]
    • Ken’s four steps for getting started in data science [24:18]
    • How sports analytics is transforming sports like golf [33:32]
    • Ken’s favorite tools for software scripting as well as for production code development [41:10]
    • How the #66DaysofData hashtag can supercharge your capacity as a data scientist [42:51]
    • Ken’s data science podcast Ken’s Nearest Neighbors [54:11]
    • LinkedIn Q&A [1:00:32]


    Additional materials: www.superdatascience.com/555


    554: Jon's Deep Learning Courses Mar 04, 2022
    Show notes

    In this episode, Jon shares where you can find his extensive deep learning video content and courses. Tune in to learn more about his deep learning curriculum and where you can learn for free.


    Additional materials: www.superdatascience.com/554


    553: The Statistics and Machine Learning Quests of Dr. Josh Starmer Mar 01, 2022
    Show notes

    In this episode, Dr. Josh Starmer, the creative, musical genius behind the wildly popular YouTube channel StatQuest joins the podcast to discuss statistics, learning and communication secrets, and how he grew his YouTube channel to over 650,000 subscribers.


    In this episode you will learn:

    • The inspiration behind Josh’s YouTube channel [18:39]
    • Josh's simple approach to learning something new [34:25]
    • Josh's secret tool for creating YouTube videos with over a million views [51:01]
    • The StatQuest Illustrated Guide to Machine Learning [53:34]
    • How and when Josh uses R vs. Python [1:07:53]
    • How to cluster any types of data using the R randomForest package [1:11:24]
    • Why Josh left his academic career [1:14:24]
    • The two stats concepts Josh thinks everyone should know [1:38:50]


    Additional materials: www.superdatascience.com/553


    552: The Most Popular SuperDataScience Episodes of 2021 Feb 25, 2022
    Show notes

    In this episode of Five-Minute Friday, Jon recaps the most popular SuperDataScience podcast episodes from 2021. See what you might have missed and catch up today!


    Additional materials: www.superdatascience.com/552


    551: Deep Reinforcement Learning — with Wah Loon Keng Feb 22, 2022
    Show notes

    In this episode, gifted author and software engineer Wah Loon Keng joins the podcast to dive deep into reinforcement learning. From its history to limitations, modern industrial applications, and future developments– there's no better expert to learn from if you want to know more about this complex topic.


    In this episode you will learn:

    • What is reinforcement learning? [4:50]
    • Deep reinforcement learning vs reinforcement learning [13:17]
    • A timeline of reinforcement learning breakthroughs [16:17]
    • The limitations of deep RL today [39:53]
    • Deep RL applications [53:10]
    • Keng's open-source SLM-Lab framework [57:51]
    • Keng’s responsibilities as an AI engineer [1:02:17]
    • What is the future of RL? [1:08:05]


    Additional materials: www.superdatascience.com/551


    550: Daily Habit #6: Write Morning Pages Feb 18, 2022
    Show notes

    Jon is back with another Five-Minute Friday habit-tracking episode! Listen in as he explains how writing morning pages has helped his data science work flourish with creativity. Inspired by Julia Cameron's book The Artist's Way, he details his morning pages routine and how it kickstarted a new chapter in his career.


    Additional materials: www.superdatascience.com/550


    549: Engineering Natural Language Models — with Lauren Zhu Feb 15, 2022
    Show notes

    In this episode, Glean software engineer and Stanford graduate Lauren Zhu joins us to discuss her role at a fast-growing startup, working on natural language processing projects, and how she remains inspired by pursuing her side passions.


    In this episode you will learn:

    • Lauren's experience as a course assistant [5:53]
    • Stanford's Hacking the Coronavirus Course [11:53]
    • How do you empower minority groups in AI [19:45]
    • Lauren on zero-shot multilingual neural machine translation [23:25]
    • Lauren's work at Glean [27:58]
    • The Contrary Talent Network [34:30]
    • The tools Lauren uses at Glean [43:39]
    • The most important skills to possess as a data scientist [47:29]


    Additional materials: www.superdatascience.com/549


    548: Daily Habit #5: Meditate Feb 11, 2022
    Show notes

    Our Five-Minute Friday series on habit tracking returns with a look at one of Jon's daily mindfulness habits–meditation. Learn how to keep this habit going for the long run and discover which tools help Jon stay on track.


    Additional materials: www.superdatascience.com/548


    547: How Genes Influence Behavior — with Prof. Jonathan Flint Feb 08, 2022
    Show notes

    In this episode, Dr. Jonathan Flint, Professor of Psychiatry and Biobehavioral Sciences at the University of California Los Angeles, joins us to discuss how he uses data science and machine learning to explore the link between genetics and depression.


    In this episode you will learn:

    • Johnathan's background [2:53]
    • How we know that genetics plays a role in complex human behaviors including psychiatric disorders like anxiety, depression, and schizophrenia [8:00]
    • The role that data science and ML play in modern genetics research [15:08]
    • About Jonathan book "How Genes Influence Behavior" [19:45]
    • The day-to-day life of a world-class medical sciences researcher [32:24]
    • The open-source software libraries that Jonathan uses for data modeling [40:33]
    • A single question you can ask to prevent a severely depressed person from committing suicide [52:00]
    • LinkedIn Q&A [54:41]
    • The future of psychiatric treatments [1:05:35]


    Additional materials: www.superdatascience.com/547


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