In this episode, I chatted with Uri Goren, founder and CEO of Argmax, about Machine Learning and the future of digital advertising in a world moving away from cookies due to privacy laws like GDPR and CCPA. We chat about challenges in maintaining personalized ads while respecting user privacy, and new methods like probabilistic models and contextual features to cover some of the gap left by removing cookies. Join our Discord community: https://discord.gg/tEYvqxwhah --- Timestamps: 00:00 Introduction 00:35 The Rise of Privacy Regulations 1:40 The Impact of Losing Cookies 2:48 Understanding Cookies 4:33 Reasons for the Decline of Cookies 8:47 ML Leveraging Cookies in Advertising 10:32 The Shift to Contextual Features 12:53 The Future of ML without Cookies 15:23 New and Old Ways of Generating Contextual Features 20:33 Regulatory Conspiracies 22:33 Unsolved Problems in ML and AI 24:39 Predictions for the Next Year in AI and ML 26:17 Controversial Take: Overuse of LLMs 28:03 Recommendations β‘οΈ Uri Goren on LinkedIn β https://www.linkedin.com/in/ugoren/ π Check Out Our Website! https://dagshub.com Social Links: β‘οΈ LinkedIn: https://www.linkedin.com/company/dagshub β‘οΈ Twitter: https://twitter.com/TheRealDAGsHub β‘οΈ Dean Pleban: https://twitter.com/DeanPlbn
π AI-Native with Idan Gazit β The future of AI products and interfaces + Getting AI to production
π°οΈ Modern & Realistic MLOps with Han-chung Lee
π©» AI in Medical Devices & Medicine with Mila Orlovsky
βͺ Making LLMs Backwards Compatible with Jason Liu
π΄ Live MLOps Podcast β Building, Deploying and Monitoring Large Language Models with Jinen Setpal
Live MLOps Podcast Episode!
βΉοΈββοΈ Large Scale Video ML at WSC Sports with Yuval Gabay
π€ GPTs & Large Language Models in production with Hamel Husain
π«£ Is Data Science a dying job? with Almog Baku
πββοΈMoving Fast and Breaking Data with Shreya Shankar
π΄ββοΈ Quick & Dirty Machine Learning with Noa Weiss
βοΈ Building ML Teams and Platforms with Assaf Pinhasi
π¨ Stable Diffusion and generative models with David Marx
π΄π’π£Julia Language in Production with Logan Kilpatrick
π Building tools for MLOps with Guy Smoilovsky
π You Have Too Much Data with Dean Langsam
π Reasonable Scale MLOps with Jacopo Tagliabue
π¦Ύ Made With ML - Learning How to Apply MLOps with Goku Mohandas
π€ΉββοΈ Building models that actually perform with Kyle Gallatin
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