O'Reilly Data Show Podcast

Becoming a machine learning practitioner

Listen Later

In this episode of the Data Show, I speak with Kesha Williams, technical instructor at A Cloud Guru, a training company focused on cloud computing. As a full stack web developer, Williams became intrigued by machine learning and started teaching herself the ML tools on Amazon Web Services. Fast forward to today, Williams has built some well-regarded Alexa skills, mastered ML services on AWS, and has now firmly added machine learning to her developer toolkit.

Anatomy of an Alexa skill. Image by Kesha Williams, used with permission.

We had a great conversation spanning many topics, including:

  • How she got started and made the transition into a full-fledged machine learning practitioner.
  • We discussed the evolution of ML tools and learning resources, and how accessible they’ve become for developers.
  • How to build and monetize Alexa skills. Along the way, we took a deep dive and discussed some of the more interesting Alexa skills she has built, as well as one that she really admires.

    • Related resources:

    • “Product management in the machine learning era”: a new tutorial session at the Artificial Intelligence Conference in London
    • Cassie Kozyrkov: “Make data science more useful”
    • Kartik Hosanagar: “Algorithms are shaping our lives—here’s how we wrest back control”
    • Francesca Lazzeri and Jaya Mathew: “Lessons learned while helping enterprises adopt machine learning”
    • Jerry Overton: “Teaching and implementing data science and AI in the enterprise”
    • “Becoming a machine learning company means investing in foundational technologies”
    • “Managing risk in machine learning”
    • “What are model governance and model operations?”
      • ...more
      View all episodesView all episodes
      Download on the App Store
      O'Reilly Data Show PodcastBy O'Reilly Media
      • 4
      • 4
      • 4
      • 4
      • 4

      4

      63 ratings

      More shows like O'Reilly Data Show Podcast

      View all
      The Changelog: Software Development, Open Source by Changelog Media

      The Changelog: Software Development, Open Source

      284 Listeners

      O'Reilly Radar Podcast - O'Reilly Media Podcast by O'Reilly Media

      O'Reilly Radar Podcast - O'Reilly Media Podcast

      36 Listeners

      Data Skeptic by Kyle Polich

      Data Skeptic

      481 Listeners

      Talk Python To Me by Michael Kennedy

      Talk Python To Me

      590 Listeners

      Software Engineering Daily by Software Engineering Daily

      Software Engineering Daily

      621 Listeners

      O'Reilly Design Podcast - O'Reilly Media Podcast by O'Reilly Media

      O'Reilly Design Podcast - O'Reilly Media Podcast

      8 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)

      441 Listeners

      AWS Podcast by Amazon Web Services

      AWS Podcast

      202 Listeners

      Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

      Super Data Science: ML & AI Podcast with Jon Krohn

      298 Listeners

      NVIDIA AI Podcast by NVIDIA

      NVIDIA AI Podcast

      331 Listeners

      Machine Learning Guide by OCDevel

      Machine Learning Guide

      763 Listeners

      AI Today Podcast by AI & Data Today

      AI Today Podcast

      156 Listeners

      DataFramed by DataCamp

      DataFramed

      267 Listeners

      Practical AI by Practical AI LLC

      Practical AI

      192 Listeners

      Google DeepMind: The Podcast by Hannah Fry

      Google DeepMind: The Podcast

      198 Listeners

      Last Week in AI by Skynet Today

      Last Week in AI

      287 Listeners

      This Day in AI Podcast by Michael Sharkey, Chris Sharkey

      This Day in AI Podcast

      201 Listeners