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/llms-on-azure-ml-123">LLMs on Azure - ML 123</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Aug 03, 2023 <span class='text-slate-300'>·</span> Episode 123 </div> <div class='text-sm text-slate-500'> 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! </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/llms-on-azure-ml-123"><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-create-team-utils-ml-122">How to Create Team Utils - ML 122</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jul 21, 2023 <span class='text-slate-300'>·</span> Episode 122 </div> <div class='text-sm text-slate-500'> 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! </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-create-team-utils-ml-122"><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-get-sh-t-done-ml-121"> How to Get Sh*t Done - ML 121</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jul 13, 2023 <span class='text-slate-300'>·</span> Episode 121 </div> <div class='text-sm text-slate-500'> 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! </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-get-sh-t-done-ml-121"><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/ml-at-netflix-and-how-to-learn-deeply-ml-120">ML at Netflix and How to Learn Deeply - ML 120</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jun 30, 2023 <span class='text-slate-300'>·</span> Episode 120 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/ml-at-netflix-and-how-to-learn-deeply-ml-120"><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-get-promoted-ml-119">How to get Promoted - ML 119</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jun 22, 2023 <span class='text-slate-300'>·</span> Episode 119 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-get-promoted-ml-119"><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-does-search-work-ml-118">How does Search Work? - ML 118</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jun 15, 2023 <span class='text-slate-300'>·</span> Episode 118 </div> <div class='text-sm text-slate-500'> 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! </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-does-search-work-ml-118"><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-learn-a-new-tool-ml-117">How to Learn a New Tool - ML 117</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jun 08, 2023 <span class='text-slate-300'>·</span> Episode 117 </div> <div class='text-sm text-slate-500'> 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. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-learn-a-new-tool-ml-117"><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-innovation-cycle-of-ai-ml-116">The Innovation Cycle of AI - ML 116</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> May 25, 2023 <span class='text-slate-300'>·</span> Episode 116 </div> <div class='text-sm text-slate-500'> Today we speak with ex-Googler, Praveen Paritosh. He has over 20 years of experience as a research scientist and has worked on some of AI's most impactful projects. Expect to learn about scientific innovation, the importance of data, and the next wave of AI (spoiler, it's not LLMs). </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-innovation-cycle-of-ai-ml-116"><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/all-things-machine-learning-ml-115">All Things Machine Learning - ML 115</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> May 11, 2023 <span class='text-slate-300'>·</span> Episode 115 </div> <div class='text-sm text-slate-500'> Host from the Ruby Rogues podcast, Dave Kimura joins Ben and Michael for this week's crossover episode. They discuss applying machine learning and deep learning, and how artificial intelligence changes the future. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/all-things-machine-learning-ml-115"><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-transition-from-academics-to-industry-ml-114">How to Transition from Academics to Industry - ML 114</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> May 05, 2023 <span class='text-slate-300'>·</span> Episode 114 </div> <div class='text-sm text-slate-500'> Today we speak with Noah Silbert, a former data scientist at Netflix and current data scientist at Tubi. Expect to learn about company size can impact your role and day-to-day work as a data scientist. We also cover Noah's experience moving from being a professor to handling the scale and complexity of the tech industry. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-transition-from-academics-to-industry-ml-114"><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-make-your-projects-succeed-ml-113">How to Make your Projects Succeed - ML 113</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Apr 27, 2023 <span class='text-slate-300'>·</span> Episode 113 </div> <div class='text-sm text-slate-500'> In today's episode, we walk through a project that Michael is currently working on. Expect to learn about scoping a project, getting feedback, and ensuring value. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-make-your-projects-succeed-ml-113"><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-think-like-a-principal-architect-ml-112">How to Think Like a Principal Architect - ML 112</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Apr 13, 2023 <span class='text-slate-300'>·</span> Episode 112 </div> <div class='text-sm text-slate-500'> Today, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and nurture have impacted the way he thinks. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-think-like-a-principal-architect-ml-112"><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-transition-from-software-engineer-to-ml-engineer-ml-111"> How to Transition from Software Engineer to ML Engineer - ML 111</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Apr 07, 2023 <span class='text-slate-300'>·</span> Episode 111 </div> <div class='text-sm text-slate-500'> Today we speak with a software engineer who is interested in becoming an ML engineer. Expect to learn about ML roles that are most attainable based on a strong software engineering skill set. We also cover some tangible strategies you can leverage to make the transition. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/how-to-transition-from-software-engineer-to-ml-engineer-ml-111"><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-meeting-notes-ml-110">Machine Learning for Meeting Notes - ML 110</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Mar 30, 2023 <span class='text-slate-300'>·</span> Episode 110 </div> <div class='text-sm text-slate-500'> Today we look at an applied use case for ML: developing intelligent meeting notes. Expect to learn about LLMs, AI assistants, and how to develop an AI startup. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/machine-learning-for-meeting-notes-ml-110"><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/model-serving-at-databricks-ml-109"> Model Serving at Databricks - ML 109</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Mar 26, 2023 <span class='text-slate-300'>·</span> Episode 109 </div> <div class='text-sm text-slate-500'> Today we deep dive into the mind of two brilliant Databricks software engineers. Their primary project was building the model serving feature, but expect to learn about ML side projects, traits of successful software engineers, and much more! </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/model-serving-at-databricks-ml-109"><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=4"><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'> <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">1</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=2">2</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=3">3</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=4">4</a> <span class='inline-flex items-center border-t-2 border-indigo-500 px-4 pt-4 text-sm font-medium text-indigo-600'>5</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=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 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-transparent px-4 pt-4 text-sm font-medium text-gray-500 hover:border-gray-300 hover:text-gray-700'>...</span> </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=6">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>