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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:
    626: Subword Tokenization with Byte-Pair Encoding Nov 11, 2022
    Show notes

    Word tokenization, character tokenization and subword tokenization go head-to-head this week as Jon Krohn delivers a mini-bootcamp on the NLP-related process.

    Additional materials: www.superdatascience.com/626


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


    625: Analyzing Blockchain Data and Cryptocurrencies Nov 08, 2022
    Show notes

    Chainalysis' Director of Research, Kim Grauer joins Jon Krohn to explore the state of economic-data analysis on the blockchain.


    This episode is brought to you by Datalore (datalore.online/SDS), the collaborative data science platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    In this episode you will learn:

    • Kim's role as Director of Research [5:02]

    • The unique real-time economic-data analytics of the blockchain [13:07]

    • How ML can predict patterns of criminal activity on the blockchain [18:56]

    • Interesting use cases of ML for crime investigation [29:37]

    • The tools and approaches Kim uses daily [47:44]

    • The future of crypto, blockchains, and data science [50:54]

    • Why a data science bootcamp helps people break into data science [53:42]


    Additional materials: www.superdatascience.com/625


    624: Imagen Video: Incredible Text-to-Video Generation Nov 04, 2022
    Show notes

    On this week’s Five-Minute Friday, Jon Krohn investigates Imagen Video, Google’s latest model for making video art out of text prompts. Recently published, this text-to-image converter now competes against already strong competitors on the scene like DALL-E 2. Unlike DALL-E 2, it returns moving images or time-based media. Tune in to hear Jon explain the technology that made Imagen Video the tech giant’s shiniest new tool to date.

    Additional materials: www.superdatascience.com/624


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


    623: Data Analyst, Data Scientist, and Data Engineer Career Paths Nov 01, 2022
    Show notes

    Jon Krohn speaks with Shashank Kalanithi, the man who makes a sport out of YouTube and data analytics out of sports. Listen in as he talks about how he got started producing YouTube videos on data science, the essential differences between data science roles, and how data could shape the future of the sports industry.

    This episode is brought to you by Datalore (datalore.online/SDS), the collaborative data science platform. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • What motivated Shashank to start his YouTube channel [04:31]
    • The must-have technical skills for every data scientist [16:59]
    • The soft skills needed for data science [20:52]
    • The differences between data analyst, data scientist and data engineer [24:26]
    • How data are currently being applied in the sports industry [38:38]
    • The “needs” divide between digital native and traditional companies [45:34]


    Additional materials: www.superdatascience.com/623


    622: Burnout: Causes and Solutions Oct 28, 2022
    Show notes

    Is burnout on the horizon for you and your team? Christina Maslach, author of the new book "The Burnout Challenge," joins Jon Krohn to help us identify the common signs of looming burnout while steering us in a healthier direction.

    Additional materials: www.superdatascience.com/622


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


    621: Blockchains and Cryptocurrencies: Analytics and Data Applications Oct 25, 2022
    Show notes

    Cryptocurrency and blockchain take center stage this week as we welcome Chief Economist at Chainalysis, Philip Gradwell, to discuss the data science applications in this exciting field.

    This episode is brought to you by Datalore (datalore.online/SDS), the collaborative data science platform, by Zencastr (zen.ai/sds), the easiest way to make high-quality podcasts, and by Bunch (superdatascience.com/bunch), the AI driven leadership coach. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • What the role of a chief economist entails [5:50]
    • What are blockchains and cryptocurrency? [8:23]
    • How analyzing cryptocurrencies differs from established fiat currencies [12:48]
    • Philip's work at Chainalysis [26:07]
    • Philip's crypto data analytics pipeline [34:48]
    • How Philip develops data products for a wide range of users [46:18]
    • How the blockchain facilitates innovative computing and machine learning technologies [51:52]
    • What Philip looks for in the data scientists he hires [1:04:59]

    Additional materials: www.superdatascience.com/621


    620: OpenAI Whisper: General-Purpose Speech Recognition Oct 21, 2022
    Show notes

    What’s your secret to superb audio recognition? Whisper it. We mean that literally—Whisper is the latest in OpenAI’s growing suite of models aimed to benefit humanity. On this episode of Five-Minute Friday, host Jon Krohn reviews OpenAI’s latest model, Whisper. This tool will vastly improve the way human speech is recognized and converted to text. Jon gets under the hood to show how the team managed to get such a powerfully accurate recognition model. Listen to the episode and find out how you can try it yourself, for free!

    Additional materials: www.superdatascience.com/620
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    619: Tools for Deploying Data Models into Production Oct 18, 2022
    Show notes

    Jon Krohn speaks with Erik Bernhardsson, the man who invented Spotify’s original music recommendation system. They address the different ways to interview a data science candidate, how to deploy a data model into the cloud, and the approach he took that made Spotify go from a digital music startup to an AI-driven streaming giant.

    This episode is brought to you by Datalore (datalore.online/SDS), the collaborative data science platform, by Zencastr (zen.ai/sds), the easiest way to make high-quality podcasts, and by Bunch (superdatascience.com/bunch), the AI driven leadership coach. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • The data problem that Erik’s company Modal Labs solves [04:32]
    • Erik’s prolific blogging career [09:15]
    • Opportunities for making data teams more efficient and productive [14:42]
    • Erik’s views on interviewing data scientists and software developers [20:18]
    • Erik’s tips and tricks for data science interviewees [31:35]
    • How Erik built Spotify’s original music recommendation system [38:58]
    • Applying vectors to other tools, and opportunities for working with vectors [47:45]
    • Using Annoy to search across vectors [50:57]
    • Building Python module Luigi for Spotify [55:20]
    • The tools that Erik loves to work with [1:06:23]

    Additional materials: www.superdatascience.com/619


    618: The Joy of Atelic Activities Oct 14, 2022
    Show notes

    Telic and atelic activities take center stage this week as Jon Krohn contemplates how our daily actions contribute to our overall sense of fulfillment.

    Additional materials: www.superdatascience.com/618
    Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.


    617: Causal Modeling and Sequence Data Oct 11, 2022
    Show notes

    Dr. Sean Taylor, Co-Founder and Chief Scientist of Motif Analytics, joins Jon Krohn this week for yet another perspective on causal modeling. Tune in for a great conversation that covers large-scale causal experimentation, Information Systems, Bayesian parameter searches, and more.

    This episode is brought to you by Datalore (datalore.online/SDS), the collaborative data science platform, and by Zencastr (zen.ai/sds), the easiest way to make high-quality podcasts. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

    In this episode you will learn:
    • Sean on his new venture, Motif Analytics [4:23]
    • The relationship between causality and sequence analytics [15:26]
    • Sean's data science work at Lyft [22:21]
    • The key investments for large-scale causal experimentation [27:25]
    • Why and when is causal modeling helpful [32:34]
    • Causal modeling tools and recommendations [36:52]
    • Facebook's Prophet automation tool for forecasting [40:02]
    • What Sean looks for in data science hires [50:57]
    • Sean on his PhD in Information Systems [53:34]

    Additional materials: www.superdatascience.com/617


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