Adventures in Machine Learning

Adventures in Machine Learning

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Adventures in Machine Learning episodes

  • Data Paradoxes in Data Sets with Pier Paolo Ippolito - ML 052
    Pier Paolo Ippolito joins the adventure to discuss some of the paradoxes or counterintuitive generalizations people make about their datasets. Ben, Chuck, and Pier dive into how to look at statistical data and how to identify trends in the data. Panel
    • Ben Wilson
    • Charles Max Wood
    Guest
    • Pier Paolo Ippolito
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    Links
    • Paradoxes in Data Science
    • Pier Paolo Ippolito
    • Twitter: Pier Paolo Ippolito( @Pier_Paolo_28 )
    Picks
    • Ben- Python Type Checking 
    • Charles- The 360 Degree Leader
    • Charles- Top End Devs
    • Charles- Become An Author | Top End Devs
    • Charles- Coaching | Top End Devs
    • Charles- The Search for Planet X
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Charles:
    • Devchat.tv
    • DevChat.tv | Facebook
    • Twitter: DevChat.tv ( @devchattv )
    Special Guest: Pier Paolo Ippolito.Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


    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
  • Testing Your MLOps - ML 051
    The panel jumps in to attempt to break your mental build regarding testing your ML Ops. They advocate for good testing practices around your code and systems and discuss how you can reliable test the various parts of your applications including your Machine Learning models. Panel
    • Ben Wilson
    • Charles Max Wood
    • Francois Bertrand
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    Picks
    • Ben- The Boston Housing Dataset
    • Charles- Coaching | Top End Devs
    • Charles- The 360 Degree Leader
    • Charles- The Laws of Wealth: Psychology and the Secret to Investing Success 
    • Francois- Dune
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Charles:
    • Devchat.tv
    • DevChat.tv | Facebook
    • Twitter: DevChat.tv ( @devchattv )
    Contact Francois:
    • Francois Bertrand
    • GitHub | fbdesignpro/sweetviz
    Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


    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.
    57 min
  • Deploying Your Machine Learning Models with FastAPI ft. Ahmad Mustafa Anis - ML 050
    Ahmad Mustafa Anis joins the adventure to discuss how he deploys his Machine Learning models using FastAPI. FastAPI is a system for connecting and running Python programs. If your model is built in Python, you can use FastAPI to deploy to Heroku or similar services. Panel
    • Ben Wilson
    • Charles Max Wood
    • Francois Bertrand
    Guest
    • Ahmad Mustafa Anis
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    Links
    • How to deploy Machine Learning/Deep Learning models to the web
    • Machine Learning Guide Podcast
    • Ahmad Anis, Author at cnvrg
    • Ahmad Anis - KDnuggets
    • LinkedIn: Ahmad Anis
    • GitHub: Ahmad Mustafa Anis ( ahmadmustafaanis )
    • Twitter: Ahmad Mustafa Anis ( @AhmadMustafaAn1 )
    Picks
    • Ahmad- Deep Learning for Coders with Fastai and PyTorch
    • Ben- Arcadia: A Novel
    • Charles- JSJ 278 Machine Learning with Tyler Renelle
    • Charles- X: Multiply Your God-Given Potential 
    • Charles- The Art of Impossible: A Peak Performance Primer 
    • Charles- Lost Ruins of Arnak
    • Charles- Steampunk Rally 
    • Charles- Gods Love Dinosaurs 
    • Francois- Will and Vision: How Latecomers Grow to Dominate Markets
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Charles:
    • Devchat.tv
    • DevChat.tv | Facebook
    • Twitter: DevChat.tv ( @devchattv )
    Contact Francois:
    • Francois Bertrand
    • GitHub | fbdesignpro/sweetviz
    Special Guest: Ahmad Mustafa Anis.Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


    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.
    53 min
  • Monitoring and Evaluating Data Sets ft. Emeli Dral and Elena Samuylova - ML 049
    Emeli Dral and Elena Samuylova joins the Adventure to discuss the tools they have built to monitor data quality to determine where data problems occur, what they mean, and how to fix them. Panel
    • Ben Wilson
    • Francois Bertrand
    Guest
    • Elena Samuylova
    • Emeli Dral
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    • PodcastBootcamp.io
    Links
    • Evidently AI
    • When to Retrain an Machine Learning Model? Run these 5 checks to decide on the schedule
    • GitHub | evidentlyai/evidently
    • LinkedIn: Elena Samuylova
    • Twitter: Elena Samuylova ( @elenasamuylova )
    • LinkedIn: Emeli Dral
    • Twitter: Emeli Dral ( @EmeliDral )
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Francois:
    • Francois Bertrand
    • GitHub | fbdesignpro/sweetviz
    Special Guests: Elena Samuylova and Emeli Dral.Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
    • Podcast Bootcamp: Launch an Amazing Sounding Podcast in just 4 WEEKS! Work with a 13 year podcasting veteran to get your podcast started off on the right foot!


    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.
    18 min
  • The MLOps Community with Demetrios Brinkmann - ML048
    Demetrios Brinkmann joins the adventure to discuss how he build and supports the MLOps Slack community and online meetups. He goes into the community, moderation, running meetups, sponsorships, and much more. Panel
    • Ben Wilson
    • Charles Max Wood
    • Francois Bertrand
    Guest
    • Demetrios Brinkmann
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    • PodcastBootcamp.io
    Links
    • MLOps Community
    • Twitter: mlopscommunity ( @mlopscommunity )
    • LinkedIn: Demetrios Brinkmann
    • Twitter: Demetrios ( @Dpbrinkm )
    Picks
    • Ben- MLFlow
    • Charles- Tribe of Millionaires
    • Charles- Top End Devs
    • Demetrios- Make Noise: A Creator's Guide to Podcasting and Great Audio Storytelling
    • Demetrios- Out on the Wire
    • Demetrios- Radiolab: Podcasts
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Charles:
    • Devchat.tv
    • DevChat.tv | Facebook
    • Twitter: DevChat.tv ( @devchattv )
    Contact Francois:
    • Francois Bertrand
    • GitHub | fbdesignpro/sweetviz
    Special Guest: Demetrios Brinkmann.Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
    • Podcast Bootcamp: Launch an Amazing Sounding Podcast in just 4 WEEKS! Work with a 13 year podcasting veteran to get your podcast started off on the right foot!


    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.
    58 min
  • How to Build and Organize Production ML Solutions ft. Conor Murphy - ML 047
    Conor Murphy joins the adventure to explain how he approaches new problems from customers at databricks and how he helps customers see their way past issues with their current solutions to get the outcomes they want. Panel
    • Ben Wilson
    • Charles Max Wood
    • Francois Bertrand
    Guest
    • Conor Murphy
    Sponsors
    • Dev Influencers Accelerator
    • Level Up | Devchat.tv
    • PodcastBootcamp.io
    Links
    • A dose of awe from the bleeding edge of neuroscience, AI and philosophy
    • LinkedIn: Conor B. Murphy
    • Instagram: Conor B Murphy ( conorbmurphy )
    Picks
    • Ben- ArjanCodes - YouTube
    • Charles- PodcastBootcamp.io
    • Charles- Masters of Doom
    • Charles- How to Make Sh*t Happen
    • Charles- Tribe of Millionaires
    • Conor- The Art of Impossible
    • Charles- The Road Back to You
    • Conor- Scale
    • Francois- Favro
    Contact Ben:
    • Databricks
    • GitHub | BenWilson2/ML-Engineering
    • GitHub | databrickslabs/automl-toolkit
    • LinkedIn: Benjamin Wilson
    Contact Charles:
    • Devchat.tv
    • DevChat.tv | Facebook
    • Twitter: DevChat.tv ( @devchattv )
    Contact Francois:
    • Francois Bertrand
    • GitHub | fbdesignpro/sweetviz
    Special Guest: Conor Murphy.Sponsored By:
    • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


    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 10 min
  • Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046

    Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches exploring and implementing

    AI to make the lifecycle of software development easier.

    Panel

    • Ben Wilson
    • Francois Bertrand
    • Guest

      • Antonio Alegria
      • Sponsors

        • Dev Influencers Accelerator
        • Level Up | Devchat.tv
        • PodcastBootcamp.io
        • Links

          • A.I., Machine Learning Job Opportunities: What the Experts Think
          • AI In Code Series: OutSystems - AI drives developer navigation, automation & validation
          • The Role of AI Within Low-Code Development
          • How to Become an AI Driven Organization + Using Prebuilt AI Tools to Get Started | OutSystems
          • Outsystems: Revolutionizing App Development for the Enterprise
          • António Alegria, Outsystems | Outsystems NextStep 2020 - YouTube
          • Augmenting The Work of OutSystems Developers With AI-Assisted Development
          • OutSystems Update: AI and Machine Learning for Application Development
          • LinkedIn: OutSystems
          • Twitter: OutSystems ( @OutSystems )
          • LinkedIn: Antonio Alegria
          • Twitter: Antonio Alegria ( @antonioalegria )
          • Picks

            • Antonio- Tesla AI Day
            • Ben- ZenML
            • Francois- 7 habits of highly effective people
            • Contact Ben:

              • Databricks
              • GitHub | BenWilson2/ML-Engineering
              • GitHub | databrickslabs/automl-toolkit
              • LinkedIn: Benjamin Wilson
              • Contact Francois:

                • Francois Bertrand
                • GitHub | fbdesignpro/sweetviz
                • 1 hr 3 min
                • Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046
                  Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches exploring and implementing
                  AI to make the lifecycle of software development easier. Panel
                  • Ben Wilson
                  • Francois Bertrand
                  Guest
                  • Antonio Alegria
                  Sponsors
                  • Dev Influencers Accelerator
                  • Level Up | Devchat.tv
                  • PodcastBootcamp.io
                  Links
                  • A.I., Machine Learning Job Opportunities: What the Experts Think
                  • AI In Code Series: OutSystems - AI drives developer navigation, automation & validation
                  • The Role of AI Within Low-Code Development
                  • How to Become an AI Driven Organization + Using Prebuilt AI Tools to Get Started | OutSystems
                  • Outsystems: Revolutionizing App Development for the Enterprise
                  • António Alegria, Outsystems | Outsystems NextStep 2020 - YouTube
                  • Augmenting The Work of OutSystems Developers With AI-Assisted Development
                  • OutSystems Update: AI and Machine Learning for Application Development
                  • LinkedIn: OutSystems
                  • Twitter: OutSystems ( @OutSystems )
                  • LinkedIn: Antonio Alegria
                  • Twitter: Antonio Alegria ( @antonioalegria )
                  Picks
                  • Antonio- Tesla AI Day
                  • Ben- ZenML
                  • Francois- 7 habits of highly effective people
                  Contact Ben:
                  • Databricks
                  • GitHub | BenWilson2/ML-Engineering
                  • GitHub | databrickslabs/automl-toolkit
                  • LinkedIn: Benjamin Wilson
                  Contact Francois:
                  • Francois Bertrand
                  • GitHub | fbdesignpro/sweetviz
                  Special Guest: Antonio Alegria.Sponsored By:
                  • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


                  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 3 min
                • Multi-modal AI and Machine Teaching ft. Slater Victoroff - ML 045
                  Slater Victoroff joins the Adventure to discuss mutli-modal AI and machine teaching with the panel. He starts out explaining what multi-modal AI is and how it works. The conversation goes deep before veering into Machine Teaching. Panel
                  • Ben Wilson
                  • Francois Bertrand
                  Guest
                  • Slater Victoroff
                  Sponsors
                  • Dev Influencers Accelerator
                  • Level Up | Devchat.tv
                  • PodcastBootcamp.io
                  Links
                  • LinkedIn: Slater Victoroff
                  • Twitter: Slater Victoroff ( @sl8rv )
                  Contact Ben:
                  • Databricks
                  • GitHub | BenWilson2/ML-Engineering
                  • GitHub | databrickslabs/automl-toolkit
                  • LinkedIn: Benjamin Wilson
                  Contact Francois:
                  • Francois Bertrand
                  • GitHub | fbdesignpro/sweetviz
                  Special Guest: Slater Victoroff.Sponsored By:
                  • Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.


                  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 21 min
                • How to Launch the Next Stage of Your Career - BONUS

                  Charles Max Wood explains how podcasting has repeatedly opened up opportunities for him to move his career forward. He dives into how it helped early in his career, how he was able to use it as a tool to find freelance clients, and how it can take you beyond a full time senior developer job into coaching or courses.

                  If you'd like to learn how to start your own podcast, go to podcastbootcamp.io

                  Panel

                  • Charles Max Wood
                  • 33 min

                  About Adventures in Machine Learning

                  From the publisher's feed

                  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…