Adventures in Machine Learning

Adventures in Machine Learning

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Adventures in Machine Learning episodes

  • Challenges for LLM Implementation - ML 126
    In today's episode, we speak with Anand Das, the CTO and co-founder of bito.ai, an LLM-powered code assistant. Expect to learn about managing LLM context, keeping LLMs up-to-date, common user pitfalls, and much more!
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    • LinkedIn: Anand Das


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    1 hr 17 min
  • ML in the Cannabis Industry - ML 125
    In today's episode, we speak with Shivek Sachdev, product owner at a seed-to-sale Cannabis company. Expect to learn about disrupting new industries, applying LLMs to daily work, and much more!
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    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership

    Socials
    • LinkedIn: Shivek Sachdev
     

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    54 min
  • How AI Impacts Society - ML 124
    In today's episode we speak to Eric Daimler, a White House Presidential Innovation Fellow, professor at Carnegie Mellon, and the current CEO of Conexus. Expect to learn about how AI is impacting the military, general workforce, and our understanding of sentience! Oh, and make sure you use farm animals when explaining technical concepts. 
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership



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    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    1 hr 1 min
  • LLMs on Azure - ML 123
    In today's episode, we speak with Jeff Procise, founder of Wintellect, an Azure-focused software consulting company. Expect to learn about your next LLM MVP on Azure, the societal impact of AI, the bifurcation of model size, and much more!
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership



    Advertising Inquiries: https://redcircle.com/brands

    Privacy & Opt-Out: https://redcircle.com/privacy

    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    1 hr 15 min
  • How to Create Team Utils - ML 122
    Have you ever written code and thought, "hmm, I wonder if my teammates would use this." Well in today's episode, we show you how to go from concept to production-level code. Spoiler alert: you're going to have to write tests!
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership


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    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    1 hr 5 min
  • How to Get Sh*t Done - ML 121
    In today's episode, Michael and Ben break down some surefire methods to be successful. If you follow these tips, you are guaranteed to co-found the next Google. Some topics include time boxing exciting work, tips for growing documentation, pitching to diverse crowds, and much more!
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership


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    Privacy & Opt-Out: https://redcircle.com/privacy

    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    59 min
  • ML at Netflix and How to Learn Deeply - ML 120
    In today's episode, we speak with Netflix ML engineer Amir Ziai. Expect to learn about building ML tools for stakeholders, the pros and cons of a Netflix-like culture, and Amir's strategy for learning. 
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership

    Socials
    • LinkedIn: Amir Ziai
     

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    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    1 hr 4 min
  • How to get Promoted - ML 119
    In today's episode, we dive into Ben's experience in navigating the career ladder. Expect to learn why your leveling matrix is probably wrong and how you should actually spend your time to maximize career growth.
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership

    Socials
    • LinkedIn: Michael Berk
    • LinkedIn: Benjamin Wilson
     

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    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    49 min
  • How does Search Work? - ML 118
    In today's episode, we speak with Roman Grebennikov, an expert in ranking algorithms. Expect to learn about his open source project, the difference between retrieval and ranking, and much more!
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership

    Socials
    • Roman Grebennikov
     

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    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    53 min
  • How to Learn a New Tool - ML 117
    In today's episode, we walk through Ben's experience creating the Hugging Face transformer flavor for ML flow. During this case study we highlight the structure he uses to learn new technologies and cover some practical tips along the way.
    Sponsors
    • Chuck's Resume Template
    • Developer Book Club starting
    • Become a Top 1% Dev with a Top End Devs Membership


    Advertising Inquiries: https://redcircle.com/brands

    Privacy & Opt-Out: https://redcircle.com/privacy

    Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.
    59 min

About Adventures in Machine Learning

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Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning…