510 episodes

The Super Data Science podcast with Jon Krohn brings you the latest and most important machine learning, artificial intelligence, and broader data-world topics from across both academia and industry. As the quantity of data on our planet doubles every couple of years and this trend is set to continue for decades to come, there's an unprecedented opportunity for you to make an enormous impact in your lifetime.

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, and commercialization − everything you need to crush it with data science.

Super Data Science Jon Krohn and Guests on Machine Learning, A.I., and Data-Career Success

    • Technology
    • 4.6 • 216 Ratings

The Super Data Science podcast with Jon Krohn brings you the latest and most important machine learning, artificial intelligence, and broader data-world topics from across both academia and industry. As the quantity of data on our planet doubles every couple of years and this trend is set to continue for decades to come, there's an unprecedented opportunity for you to make an enormous impact in your lifetime.

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, and commercialization − everything you need to crush it with data science.

    SDS 576: Tech Startup Dramas

    SDS 576: Tech Startup Dramas

    Hollywood has officially fallen for the drama of tech startups! Tune in to hear Jon Krohn review the small-screen adaptations of WeWork (WeCrashed), Uber (Super Pumped), and Theranos (The Dropout).

    Additional materials: www.superdatascience.com/576

    • 3 min
    SDS 575: Optimizing Computer Hardware with Deep Learning

    SDS 575: Optimizing Computer Hardware with Deep Learning

    In this episode, the Director of Architecture at NVIDIA, Dr. Magnus Ekman, joins Jon Krohn to discuss how machine learning, including deep learning, can optimize computer hardware design. The pair also review his exceptional book 'Learning Deep Learning.'

    In this episode you will learn:
    • What hardware architects do [10:15]
    • How ML can optimize hardware speed [ 13:19]
    • Magnus’s Deep Learning Book [21:14]
    • Is understanding how ML models work important? [36:16]
    • Algorithms inspired by biological evolution [41:25]
    • How artificial general intelligence won’t be obtained by increasing model parameters alone [51:24]
    • Why there will always be a place for CNNs and RNNs [54:51]
    • How people can "transition" realistically into ML [1:09:15]

    Additional materials: www.superdatascience.com/575

    • 1 hr 23 min
    SDS 574: Music for Deep Work

    SDS 574: Music for Deep Work

    In this episode, Jon shares how the right music can power your productivity. It's no secret that he's a big fan of 'deep work,' but this week, he opens up about the artists, sites, and playlists that propel his productivity to new levels.

    Additional materials: www.superdatascience.com/574

    • 3 min
    SDS 573: Automating ML Model Deployment

    SDS 573: Automating ML Model Deployment

    In this episode, co-founder and CEO of Linea, Dr. Doris Xin, joins Jon Krohn to discuss how automating ML model deployment delivers groundbreaking change to data science productivity, and shares what it's like being the CEO of an exciting, early-stage tech start-up.

    In this episode you will learn:
    • How Linea reduces ML model deployment down to a couple of lines of Python code [5:14]
    • Linea use cases [11:30]
    • How DAGs can 10x production workflow efficiency [22:12]
    • ML model graphlets and reducing wasted computation [24:14]
    • What future Doris envisions for autoML [35:23]
    • Doris’s day-to-day life as a CEO of an early-stage start-up [42:43]
    • What Doris looks for in the engineers and data scientists that she hires [52:21]
    • The future of Data Science and how to prepare best for it [53:58]

    Additional materials: www.superdatascience.com/573

    • 1 hr 6 min
    SDS 572: Daily Habit #9: Avoiding Messages Until a Set Time Each Day

    SDS 572: Daily Habit #9: Avoiding Messages Until a Set Time Each Day

    In this episode, Jon shares his habit of blocking out two hours in his mornings that are free from email and social media distractions. Tune in to learn how this habit helps him deeply focus on his most delightful tasks of the day.

    Additional materials: www.superdatascience.com/572

    • 3 min
    SDS 571: Collaborative, No-Code Machine Learning

    SDS 571: Collaborative, No-Code Machine Learning

    Einblick co-founder and associate professor at MIT, Tim Kraska, joins Jon Krohn to discuss no-code collaboration tools for data science and uncovers the clever database and machine learning tricks under the hood of the visual data computing platform.

    In this episode you will learn:
    • The inspiration behind Einblick [2:45]
    • Einblick's progressive approximation engine [6:43]
    • How no-code tools impact productivity [17:18]
    • The critical steps to become more data-driven as an organization [24:30]
    • How research universities like MIT support high-risk, long-term research [38:37]
    • How ML applied to databases enables them to be faster and more efficient [42:03]
    • How real-time collaboration environments like Google Docs are likely to become more widespread for data science tasks [ 49:24]

    Additional materials: www.superdatascience.com/571

    • 57 min

Customer Reviews

4.6 out of 5
216 Ratings

216 Ratings

Dr. Nooruldeen ,

SDS is the Best podcast

I am addicted to listening to Jon Krohn, I found your podcast a month ago, till now I have listened to about 100 episodes! Do you believe that?
I am surprised because I am listening day and night without getting bored!
Thank you for your wonderful work.
I would like to support your podcast by all means.
I am really grateful for Jon and all the team behind him.

Best Regards
Together we can make this world a better place
Dr. Eng. Nooruldeen Nasih Qader

LisaIsHereForIt ,

I love this show! 💥

No matter the topic, you’re guaranteed to gain something important from every episode. Jon is a total rock star who really knows his stuff. I can’t recommend SuperDataScience enough. 🙌🏻

ragingalpacas ,

Fantastic show!

SuperDataScience is a top notch podcast. The topics are interesting and the guests are always great at breaking down new concepts and explaining them for everyone to understand. This podcast is an excellent way to keep up with what's going on in the industry these days.

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