Adventures in Machine Learning - Podcasts - <section class='relative'></section> <div class='max-w-6xl mx-auto px-4 sm:px-6'> <div class='pt-28 md:pt-32 md:pb-20'> <div class='text-center items-center'> <img class="mb-6 mx-auto" data-aos="zoom-y-out" data-aos-delay="150" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpdCI6WzMwMCwzMDBdfSwicHVyIjoidmFyaWF0aW9uIn19--b30d2b2ffbdad3e82053ac7499c91f84964a05ab/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div class='max-w-3xl mx-auto'> <p class='text-2xl font-bold text-gray-700 mb-8' data-aos='zoom-y-out' data-aos-delay='300'>en-us</p> </div> <div class='flex flex-wrap justify-center space-x-4 space-y-4 mb-8'> <span class='text-lg pt-4 mt-1 pr-4'>Hosted by:</span> <a class="flex items-center space-x-2" data-aos="zoom-y-out" data-aos-delay="400" href="/authors/ben-wilson"><img class="w-8 h-8 rounded-full border" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQ3NSwicHVyIjoiYmxvYl9pZCJ9fQ==--7e8ebf89e73f186aa3d27658b4f33df6b5328d04/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOlszMCwzMF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--4999ccec80334605e2d9b81503c259a6c69a879a/Adventures%20in%20ML.jpeg" /> <span class='text-xl font-medum mt-1'>Ben Wilson</span> <span class='text-gray-500 px-1'>•</span> </a><a class="flex items-center space-x-2" data-aos="zoom-y-out" data-aos-delay="400" href="/authors/michael-berk"><img class="w-8 h-8 rounded-full border" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQ3NCwicHVyIjoiYmxvYl9pZCJ9fQ==--5dda699bbb456b049f32ba14a384e84a67d3274e/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOlszMCwzMF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--4999ccec80334605e2d9b81503c259a6c69a879a/Michael%20Berk.jpeg" /> <span class='text-xl font-medum mt-1'>Michael Berk</span> </a></div> <div class='flex flex-wrap justify-center space-x-4 space-y-4'> <a class="bg-orange-500 hover:bg-orange-600 text-white font-bold py-2 px-4 rounded inline-flex items-center h-10 mt-4" href="https://www.spreaker.com/show/6102041/episodes/feed"><i class='fas fa-rss text-white mr-2'></i> RSS </a><a class="bg-green-500 hover:bg-green-600 text-white font-bold py-2 px-4 rounded inline-flex items-center h-10" href="https://open.spotify.com/show/6g03vdHyFfYWYdRAPKfdQM"><i class='fab fa-spotify text-white mr-2'></i> Spotify </a><a class="bg-purple-600 hover:bg-purple-700 text-white font-bold py-2 px-4 rounded inline-flex items-center h-10" href="https://podcasts.apple.com/ph/podcast/adventures-in-machine-learning/id1531074814"><i class='fab fa-apple text-white mr-2'></i> Apple Podcasts </a><a class="bg-red-600 hover:bg-red-700 text-white font-bold py-2 px-4 rounded inline-flex items-center h-10" href="https://www.youtube.com/playlist?list=PLJesql-aSfX4uEqPA7SS_VC-wnQXhvZV7"><i class='fab fa-youtube text-white mr-2'></i> YouTube </a><a class="bg-purple-600 hover:bg-purple-700 text-white font-bold py-2 px-4 rounded inline-flex items-center h-10" href="https://music.amazon.com/podcasts/4026ad01-a281-42b6-9668-3e6b3950a72d/adventures-in-machine-learning"><i class='fab fa-amazon text-white mr-2'></i> Amazon Music </a></div> </div> </div> <h2 class='text-3xl md:text-4xl font-hkgrotesk font-extrabold mb-4 mt-16 md:mb-0 md:mt-12'>Episodes</h2>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/testing-your-mlops-ml-051">Testing Your MLOps - ML 051</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 28, 2021 <span class='text-slate-300'>·</span> Episode 051 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/testing-your-mlops-ml-051"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/deploying-your-machine-learning-models-with-fastapi-ft-ahmad-mustafa-anis-ml-050">Deploying Your Machine Learning Models with FastAPI ft. Ahmad Mustafa Anis - ML 050</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 21, 2021 <span class='text-slate-300'>·</span> Episode 050 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/deploying-your-machine-learning-models-with-fastapi-ft-ahmad-mustafa-anis-ml-050"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/monitoring-and-evaluating-data-sets-ft-emeli-dral-and-elena-samuylova-ml-049">Monitoring and Evaluating Data Sets ft. Emeli Dral and Elena Samuylova - ML 049</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 14, 2021 <span class='text-slate-300'>·</span> Episode 049 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/monitoring-and-evaluating-data-sets-ft-emeli-dral-and-elena-samuylova-ml-049"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/the-mlops-community-with-demetrios-brinkmann-ml048">The MLOps Community with Demetrios Brinkmann - ML048</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 07, 2021 <span class='text-slate-300'>·</span> Episode 048 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-mlops-community-with-demetrios-brinkmann-ml048"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/how-to-build-and-organize-production-ml-solutions-ft-conor-murphy-ml-047">How to Build and Organize Production ML Solutions ft. Conor Murphy - ML 047</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Sep 30, 2021 <span class='text-slate-300'>·</span> Episode 047 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-build-and-organize-production-ml-solutions-ft-conor-murphy-ml-047"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/using-ai-to-make-the-lifecycle-of-software-development-easier-ft-antonio-alegria-ml-046">Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Sep 22, 2021 <span class='text-slate-300'>·</span> Episode 046 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/using-ai-to-make-the-lifecycle-of-software-development-easier-ft-antonio-alegria-ml-046"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/multi-modal-ai-and-machine-teaching-ft-slater-victoroff-ml-045">Multi-modal AI and Machine Teaching ft. Slater Victoroff - ML 045</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Sep 16, 2021 <span class='text-slate-300'>·</span> Episode 045 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/multi-modal-ai-and-machine-teaching-ft-slater-victoroff-ml-045"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/ai-assisted-development-ft-sydney-lai-ml-044">AI Assisted Development ft. Sydney Lai - ML 044</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Sep 02, 2021 <span class='text-slate-300'>·</span> Episode 044 </div> <div class='text-sm text-slate-500'> Sydney Lai joins the Adventure to discuss how she and her colleagues build AI assisted features for developers and how that they handle scenarios that they can't always plan for. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/ai-assisted-development-ft-sydney-lai-ml-044"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/data-ml-what-could-go-wrong-ft-sandeep-uttamchandani-ml-043">Data + ML: What Could Go Wrong? ft. Sandeep Uttamchandani - ML 043</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Aug 26, 2021 <span class='text-slate-300'>·</span> Episode 043 </div> <div class='text-sm text-slate-500'> Sandeep Uttamchandani joins the Adventure to discuss the relationships between Data Science and Machine Learning. He walks through the ways you should set up, manage, and consider the data you use to build and train your Machine Learning systems to get the outcomes that you want. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/data-ml-what-could-go-wrong-ft-sandeep-uttamchandani-ml-043"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/from-software-engineer-to-data-engineer-ft-alexey-grigorev-ml-042">From Software Engineer to Data Engineer ft. Alexey Grigorev - ML 042</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Aug 19, 2021 <span class='text-slate-300'>·</span> Episode 042 </div> <div class='text-sm text-slate-500'> Alexey Grigorev joins the Adventure to discuss how software engineers can begin making the transition from Software Engineer to Data Scientist in their career. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/from-software-engineer-to-data-engineer-ft-alexey-grigorev-ml-042"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/writing-production-code-for-ml-ft-ken-youens-clark-ml-041">Writing Production Code for ML ft. Ken Youens-Clark - ML 041</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Aug 12, 2021 <span class='text-slate-300'>·</span> Episode 041 </div> <div class='text-sm text-slate-500'> Ken Youens-Clark joins the adventure to discuss how to write well factored code with tests to help ML be more approachable. He, Ben, and Chuck discuss what it takes to write good code that runs efficiently, is easy to maintain, and still get ML work done. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/writing-production-code-for-ml-ft-ken-youens-clark-ml-041"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/machine-learning-for-tabular-data-in-practice-ft-mark-ryan-ml-040">Machine Learning for Tabular Data in Practice ft. Mark Ryan - ML 040</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Aug 05, 2021 <span class='text-slate-300'>·</span> Episode 040 </div> <div class='text-sm text-slate-500'> Mark Ryan is our first returning guest to the Adventure. He has created a video series for Manning showing how to use Machine Learning for Tabular data. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/machine-learning-for-tabular-data-in-practice-ft-mark-ryan-ml-040"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/transformers-and-attention-in-machine-learning-ft-ekrem-aksoy-ml-039">Transformers and Attention in Machine Learning ft. Ekrem Aksoy - ML 039</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jul 29, 2021 <span class='text-slate-300'>·</span> Episode 039 </div> <div class='text-sm text-slate-500'> Ekrem Aksoy joins the adventure to discuss transformers and the method of helping Machine Learning algorithms focus on the important parts of an image to determine what to do. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/transformers-and-attention-in-machine-learning-ft-ekrem-aksoy-ml-039"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/mentorship-in-machine-learning-ml-038">Mentorship in Machine Learning - ML 038</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jul 22, 2021 <span class='text-slate-300'>·</span> Episode 038 </div> <div class='text-sm text-slate-500'> Ben Wilson explains the recent developments at DataBricks with their Machine Learning mentorship program for some of their experts. He talks about his approach to helping the Data Scientists and Developers he's mentoring to understand Machine Learning more deeply and gives advice on how others could and should drive their career forward with Machine Learning. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/mentorship-in-machine-learning-ml-038"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div>  <div class='sm:flex items-center p-5 border-b border-slate-100 justify-between'> <div class='flex items-start mb-4 sm:mb-0'> <img class="shrink-0 rounded ml-5 sm:ml-0 sm:mr-5 order-1 sm:order-none" alt="Podcast 01" height="88" width="88" src="https://topenddevs.com/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTQsInB1ciI6ImJsb2JfaWQifX0=--d3ef3aec9b25f2488ddb04f7bb20fb4afdc26778/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwicmVzaXplX3RvX2ZpbGwiOls4OCw4OF19LCJwdXIiOiJ2YXJpYXRpb24ifX0=--710162c810a44961ddb457e0c9da3aecb631cd24/Adventures-in-Machine-Learning-LOGO-scaled.jpeg" /> <div> <h3 class='font-hkgrotesk font-extrabold text-lg mb-1'> <a class="text-slate-800 hover:text-blue-500 transition duration-150 ease-in-out" href="/podcasts/adventures-in-machine-learning/episodes/productionized-machine-learning-engineers-featuring-laszlo-sragner-ml-037">Productionized Machine Learning Engineers featuring Laszlo Sragner - ML 037</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jul 13, 2021 <span class='text-slate-300'>·</span> Episode 037 </div> <div class='text-sm text-slate-500'> Laszlo Sragner joins the adventure to discuss how to make your machine learning approach production ready. The discussion ranges through code quality and how to build and manage your models to keep them production ready and delivering the outcomes you're looking for. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/productionized-machine-learning-engineers-featuring-laszlo-sragner-ml-037"><i class='text-6xl text-blue-500 fa-solid fa-circle-play'></i> </a></div> </div> <nav class='flex items-center justify-between border-t border-gray-200 px-4 sm:px-0 mt-6'> <div class='-mt-px flex w-0 flex-1'> <a rel="next" class="inline-flex items-center border-t-2 border-transparent pr-1 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=9"><svg aria-hidden='true' class='mr-3 h-5 w-5 text-gray-400' fill='currentColor' viewbox='0 0 20 20'> <path clip-rule='evenodd' d='M18 10a.75.75 0 01-.75.75H4.66l2.1 1.95a.75.75 0 11-1.02 1.1l-3.5-3.25a.75.75 0 010-1.1l3.5-3.25a.75.75 0 111.02 1.1l-2.1 1.95h12.59A.75.75 0 0118 10z' fill-rule='evenodd'></path> </svg> Previous </a></div> <div class='hidden md:-mt-px md:flex'> <span class='inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700'>...</span> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=6">6</a> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=7">7</a> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=8">8</a> <a rel="prev" class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=9">9</a> <span class='inline-flex items-center border-t-2 border-indigo-500 px-4 pt-4 text-sm font-medium text-indigo-600'>10</span> <a rel="next" class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=11">11</a> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=12">12</a> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=13">13</a> <a class="inline-flex items-center border-t-2 border-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=14">14</a> </div> <div class='-mt-px flex w-0 flex-1 justify-end'> <a rel="next" class="inline-flex items-center border-t-2 border-transparent pl-1 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700" href="/podcasts/adventures-in-machine-learning?page=11">Next <svg aria-hidden='true' class='ml-3 h-5 w-5 text-gray-400' fill='currentColor' viewbox='0 0 20 20'> <path clip-rule='evenodd' d='M2 10a.75.75 0 01.75-.75h12.59l-2.1-1.95a.75.75 0 111.02-1.1l3.5 3.25a.75.75 0 010 1.1l-3.5 3.25a.75.75 0 11-1.02-1.1l2.1-1.95H2.75A.75.75 0 012 10z' fill-rule='evenodd'></path> </svg> </a></div> </nav> </div>