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/cows-camels-and-the-human-brain-ml-182">Cows, Camels, and the Human Brain - ML 182</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jan 09, 2025 <span class='text-slate-300'>·</span> Episode 182 </div> <div class='text-sm text-slate-500'> What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In this episode, Michael and Ben dive into a new white paper from Facebook AI researchers that reveals a LOT about the future of modeling. They discuss “cows and camels”, the question of predictive vs causal modeling, and how algorithms are getting scary good at emulating the human brain these days. In This Episode Why Facebook’s new research is VERY exciting for AI learning and causality (but what does it have to do with cows and camels?) The answer to “Is predictive or causal modeling more accurate?” (and why it’s not the best question to ask) Not sure if you need machine learning or just plain data modeling? Michael lays it out for you What algorithms are learning about human behavior to accurately emulate the human brain in 2022 and beyond </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/cows-camels-and-the-human-brain-ml-182"><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/a-b-testing-with-ml-ft-michael-berk-ml-181">A/B Testing with ML ft. Michael Berk - ML 181</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Jan 02, 2025 <span class='text-slate-300'>·</span> Episode 181 </div> <div class='text-sm text-slate-500'> Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features within applications and how to know when you have a viable test option for your setup. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/a-b-testing-with-ml-ft-michael-berk-ml-181"><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/navigating-build-vs-buy-decisions-in-emerging-ai-technologies-ml-180">Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Dec 26, 2024 <span class='text-slate-300'>·</span> Episode 180 </div> <div class='text-sm text-slate-500'> In today's episode, we dive into the critical decision-making process of building versus buying technology solutions, especially when it comes to agentic logic-based frameworks. With the industry still in its early stages, I recommend waiting for managed solutions to mature, while Ben suggests the educational value of simple project builds. They discuss the importance of understanding the technology thoroughly before diving into business-focused decisions, using tools like customer user journeys (CUJs) to evaluate scalability, cost-efficiency, and maintainability. They also highlight some initial challenges and missteps in project management and the necessity for pre-evaluation by tech teams. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/navigating-build-vs-buy-decisions-in-emerging-ai-technologies-ml-180"><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/artificial-intelligence-as-a-service-with-peter-elger-and-eoin-shanaghy-ml-179"> Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Dec 19, 2024 <span class='text-slate-300'>·</span> Episode 179 </div> <div class='text-sm text-slate-500'> Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS and explain what is provided in its services, but easily extrapolate to other clouds. If you're trying to implement Artificial Intelligence algorithms, you may want to use or modify an algorithm already built and provided to you. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/artificial-intelligence-as-a-service-with-peter-elger-and-eoin-shanaghy-ml-179"><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/combating-burnout-in-machine-learning-strategies-for-balance-and-collaboration-ml-178">Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Dec 12, 2024 <span class='text-slate-300'>·</span> Episode 178 </div> <div class='text-sm text-slate-500'> In this episode, Ben and Michael explore burnout, particularly in machine learning and data science. They highlight that burnout stems from exhaustion, cynicism, and inefficiency and can be caused by repetitive tasks, overwhelming workloads, or being in the wrong role. They also tackle strategies to combat burnout, including collaborating with others, mentoring, shifting focus between tasks, and hiring more people to distribute the workload. A key takeaway is the importance of knowledge sharing and not hoarding tasks for job security, as this can lead to burnout and inefficiency. They also discuss managing burnout and its components, particularly exhaustion, cynicism, and inefficiency, through personal experiences. Finally, they talk about how burnout can lead to inefficiency and physical manifestations, like a lack of motivation to engage in activities outside of work. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/combating-burnout-in-machine-learning-strategies-for-balance-and-collaboration-ml-178"><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-nature-of-the-world-and-ai-with-rishal-hurbans-ml-177">The Nature of the World and AI with Rishal Hurbans - ML 177</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Dec 05, 2024 <span class='text-slate-300'>·</span> Episode 77 </div> <div class='text-sm text-slate-500'> Rishal Hurbans is the author of Grokking Artificial Intelligence Algorithms. He walks us through how to learn different Machine Learning algorithms. He also then walks us through the different types of algorithms based on different natural systems and processes. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-nature-of-the-world-and-ai-with-rishal-hurbans-ml-177"><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/crafting-data-solutions-shrinking-pie-and-leveraging-insights-for-optimal-data-learning-ml-176">Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Nov 29, 2024 <span class='text-slate-300'>·</span> Episode 176 </div> <div class='text-sm text-slate-500'> In today’s episode, Michael and Ben are joined by industry expert Barzan Mozafari, the CEO and co-founder at Keebo. He delves deep into the evolving landscape of data learning and cloud optimization. They explore how understanding data distribution can lead to early detection of anomalies and how optimizing data workflows can result in significant cost savings and unintended business growth. Barzan sheds light on leveraging existing cloud technologies and the role of automated tools in enhancing system interactions, while Ben talks about the intricacies of platform migration and tech debt. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/crafting-data-solutions-shrinking-pie-and-leveraging-insights-for-optimal-data-learning-ml-176"><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/challenges-and-solutions-in-managing-code-security-for-ml-developers-ml-175">Challenges and Solutions in Managing Code Security for ML Developers - ML 175</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Nov 21, 2024 <span class='text-slate-300'>·</span> Episode 175 </div> <div class='text-sm text-slate-500'> Today, join Michael and Ben as they delve into crucial topics surrounding code security and the safe execution of machine learning models. This episode focuses on preventing accidental key leaks in notebooks, creating secure environments for code execution, and the pros and cons of various isolation methods like VMs, containers, and micro VMs. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/challenges-and-solutions-in-managing-code-security-for-ml-developers-ml-175"><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/innovative-security-solutions-for-developers-ml-174">Innovative Security Solutions for Developers - ML 174</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Nov 14, 2024 <span class='text-slate-300'>·</span> Episode 174 </div> <div class='text-sm text-slate-500'> They delve into the journeys and insights of distinguished leaders in the development world. In today's episode, Michael engages with Brian Vallelunga, the visionary CEO of Doppler. Brian shares his compelling journey from early tech innovations to leading multiple startups and eventually founding Doppler, a centralized cloud secret management tool. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/innovative-security-solutions-for-developers-ml-174"><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/peer-review-and-career-development-ml-173"> Peer Review and Career Development - ML 173</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Nov 07, 2024 <span class='text-slate-300'>·</span> Episode 173 </div> <div class='text-sm text-slate-500'> In today's episode, Michael and Ben discuss peer review, specifically Michael's experiences. Michael explains his unconventional path, starting with advanced math as a child, then struggling with a math-heavy computer science program in college. He pivoted to environmental studies, focusing on side projects and extracurriculars. These projects led to his first job, and later to a role at a boxing streaming service (2B) with a rigorous peer review process. Ben asks about the importance of the peer review process, and Michael highlights its value in catching errors and ensuring code quality, especially when working under pressure. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/peer-review-and-career-development-ml-173"><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/navigating-expertise-gaps-ml-172">Navigating Expertise Gaps - ML 172</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 31, 2024 <span class='text-slate-300'>·</span> Episode 172 </div> <div class='text-sm text-slate-500'> In today's episode, Ben and Michael discuss how to handle situations involving individuals lacking expertise in machine learning projects. They explore scenarios where a team lacks expertise, considering approaches for consultants or team members. They discuss various personality types encountered in such situations, including those overly suspicious or resistant to change. Moreover, they discuss how to convince a boss that a proposed project is a bad idea, suggesting a structured approach with clear estimates, risk assessment, and alternative solutions. They emphasize the importance of honesty, transparency, and presenting options with clear pros and cons. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/navigating-expertise-gaps-ml-172"><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-influence-of-gen-ai-on-personalized-education-and-curiosity-ml-171">The Influence of Gen AI on Personalized Education and Curiosity - ML 171</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 24, 2024 <span class='text-slate-300'>·</span> Episode 171 </div> <div class='text-sm text-slate-500'> In this episode, Michael and Ben dive deep into the intersection of education and technology with their insightful guest, Daniel Hiterer. Michael, a data engineering and machine learning expert, and Ben, an integrator of Gen AI tools, navigate through Danny's unique perspective on the impact of nurturing educational environments. Currently working at Cornell’s Studio entrepreneurship program, Danny brings a multidisciplinary background, combining history and instructional technology, and shares his vision for the future of learning. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-influence-of-gen-ai-on-personalized-education-and-curiosity-ml-171"><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-role-of-open-source-in-modern-development-practices-ml-170">The Role of Open Source in Modern Development Practices - ML 170</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 17, 2024 <span class='text-slate-300'>·</span> Episode 170 </div> <div class='text-sm text-slate-500'> Today, they dive deep into the fascinating intersection of open-source development and machine learning. Michael and Ben are joined by distinguished guest, Görkem Erkan, CTO and seasoned engineer at Jozu. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-role-of-open-source-in-modern-development-practices-ml-170"><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-powered-tools-for-productivity-with-artem-koren-ml-169">AI-Powered Tools for Productivity with Artem Koren - ML 169</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 10, 2024 <span class='text-slate-300'>·</span> Episode 169 </div> <div class='text-sm text-slate-500'> In this week's episode, Michael and Ben sit down with Artem Koren, Chief Product Officer at Sembly AI, to explore the future of AI integration in the workplace. We'll delve into Sembly AI's mission to accelerate team efficiency through powerful AI tools—imagine an Iron Man suit for your daily tasks. From proactive AI assisting with time-consuming tasks to ethical considerations in data privacy, this episode covers the cutting-edge developments and challenges in AI implementation. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/ai-powered-tools-for-productivity-with-artem-koren-ml-169"><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-impact-of-generative-ai-on-the-advertising-industry-ml-168">The Impact of Generative AI on the Advertising Industry - ML 168</a> </h3> <div class='font-hkgrotesk font-medium text-sm text-slate-500 mb-1'> Oct 03, 2024 <span class='text-slate-300'>·</span> Episode 168 </div> <div class='text-sm text-slate-500'> In today's episode, Michael is joined by Hikari Senju the Founder and CEO at Omneky. He starts by discussing how he built Omneky, an AI-Driven Marketing Platform. They dive into Hikari's approach to working with customers on brand strategy and content. They also talk about the increasing importance of brands in a digital, AI-driven world. Additionally, they tackle Hikari's perspective on how generative AI will impact the advertising industry. Tune in on how ML is Reshaping The Advertising Industry. </div> </div> </div> <div class='shrink-0 sm:ml-5'> <a aria-label="play" href="/podcasts/adventures-in-machine-learning/episodes/the-impact-of-generative-ai-on-the-advertising-industry-ml-168"><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"><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-indigo-500 px-4 pt-4 text-sm font-medium text-indigo-600'>1</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=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 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> <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=5">5</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=2">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>