Changelog Master Feed

Roles to play in the AI dev workflow (Practical AI #93)


Listen Later

This full connected has it all: news, updates on AI/ML tooling, discussions about AI workflow, and learning resources. Chris and Daniel breakdown the various roles to be played in AI development including scoping out a solution, finding AI value, experimentation, and more technical engineering tasks. They also point out some good resources for exploring bias in your data/model and monitoring for fairness.

Join the discussion

Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!

Sponsors:

  • DigitalOcean – DigitalOcean’s developer cloud makes it simple to launch in the cloud and scale up as you grow. They have an intuitive control panel, predictable pricing, team accounts, worldwide availability with a 99.99% uptime SLA, and 24/7/365 world-class support to back that up. Get your $100 credit at do.co/changelog.
  • The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com.
  • FastlyOur bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
  • RollbarWe move fast and fix things because of Rollbar. Resolve errors in minutes. Deploy with confidence. Learn more at rollbar.com/changelog.
  • Featuring:

    • Chris Benson – Website, GitHub, LinkedIn, Bluesky, X
    • Daniel Whitenack – Website, GitHub, X

    Show Notes:

    Streamlit:

    • Streamlit funding announcement
    • Previous Practical AI episode about Streamlit
    • GPU acceleration in Windows Subsystem for Linux

      Fairness and bias:

      • Google’s explanation of bias in their ML crash course
      • IBM fairness 360
      • Google’s responsible AI practices
      • Driven Data’s Deon project
      • Previous Practical AI episode about bias in AI and hiring
      • US Department of Defense Ethical principles for AI
      • Chris’s personal, COVID-related blog post

        Something missing or broken? PRs welcome!

        ...more
        View all episodesView all episodes
        Download on the App Store

        Changelog Master FeedBy Changelog Media

        • 4.4
        • 4.4
        • 4.4
        • 4.4
        • 4.4

        4.4

        29 ratings


        More shows like Changelog Master Feed

        View all
        Software Engineering Radio - the podcast for professional software developers by team@se-radio.net (SE-Radio Team)

        Software Engineering Radio - the podcast for professional software developers

        273 Listeners

        Hanselminutes with Scott Hanselman by Scott Hanselman

        Hanselminutes with Scott Hanselman

        381 Listeners

        The Changelog: Software Development, Open Source by Changelog Media

        The Changelog: Software Development, Open Source

        289 Listeners

        Software Engineering Daily by Software Engineering Daily

        Software Engineering Daily

        624 Listeners

        Talk Python To Me by Michael Kennedy

        Talk Python To Me

        583 Listeners

        Soft Skills Engineering by Jamison Dance and Dave Smith

        Soft Skills Engineering

        287 Listeners

        Thoughtworks Technology Podcast by Thoughtworks

        Thoughtworks Technology Podcast

        43 Listeners

        The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

        The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

        438 Listeners

        Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

        Syntax - Tasty Web Development Treats

        986 Listeners

        CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

        CoRecursive: Coding Stories

        189 Listeners

        Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

        Kubernetes Podcast from Google

        180 Listeners

        Practical AI by Practical AI LLC

        Practical AI

        205 Listeners

        The Stack Overflow Podcast by The Stack Overflow Podcast

        The Stack Overflow Podcast

        63 Listeners

        Big Technology Podcast by Alex Kantrowitz

        Big Technology Podcast

        501 Listeners

        Oxide and Friends by Oxide Computer Company

        Oxide and Friends

        66 Listeners