The Modern Stack for ML Infrastructure | Outerbounds Published 2022-05-02 Download video MP4 360p Download video MP4 720p Recommendations 31:36 ML System Design: Feature Store 31:04 MLOps In Practice – How To Run Your Machine Learning Models In Production At Enterprise Scale 44:23 How Netflix Built Their ML Infrastructure 39:30 Scalable Data Ingestion Architecture Using Airflow and Spark | Komodo Health 19:16 Meta (Facebook) Machine Learning Mock Interview: Illegal Items Detection 38:56 MLflow Pipelines: Accelerating MLOps from Development to Production 45:39 Introduction to MLOps 58:23 System Design for Recommendations and Search // Eugene Yan // MLOps Meetup #78 59:48 [1hr Talk] Intro to Large Language Models 37:02 Building Responsible AI Best Practices Across the Product Development Lifecycle | Credo AI 23:02 AWS Summit ANZ 2022 - End-to-end MLOps for architects (ARCH3) 11:39 New Boston Dynamics HUMANOID Robot ATLAS SHOCKS The World! 13:44 MLOps explained | Machine Learning Essentials 14:31 NodeJS 22 Just Dropped, Here's Why I'm Hyped 1:27:43 MLOps on Databricks: A How-To Guide 35:34 Data Pipeline Frameworks: The Dream and the Reality | Beeswax 1:07:22 Lecture 6: Infrastructure & Tooling (Full Stack Deep Learning - Spring 2021) 35:22 Real-Time Data Pipelines Made Easy with Structured Streaming in Apache Spark | Databricks 33:21 Engineering Systems for Real-Time Predictions @DoorDash Similar videos 22:20 Modern ML Stack is a Lie 08:49 Metaflow Sandbox Demo: Free Data Science Infrastructure In the Browser 1:29:55 Fireside Chat #5: Machine Learning + Infrastructure for Humans 22:24 Better Airflow with Metaflow : A modern human-centric ML infrastructure stack 58:54 Ultimate Guide to AI Infrastructure 30:46 Operational AI for the Modern Data Stack 11:48 The Four Layers of the Generative AI Stack 1:12:01 Metaflow: The ML Infrastructure at Netflix 1:06:46 Fireside Chat #8: Navigating the Full Stack of Machine Learning 39:07 Survey of Production ML Tech Stacks 26:13 Building a GenAI Ready ML Platform with Metaflow at Autodesk 1:01:20 Fireside Chat #7: How to Build an Enterprise Machine Learning Platform from Scratch 21:05 SREcon22 Asia/Pacific - Operationalizing ML Training Infra at Meta Scale 36:55 Machine Learning Infrastructure at Meta Scale 1:02:15 Fireside Chat #11: The Open-Source Modern Data Stack 00:45 Metaflow GUI for monitoring machine learning workflows 59:47 Building MLOps Tools with Outerbounds 32:22 Human-Friendly, Production-Ready Data Science Stack With Metaflow &... - Savin Goyal & Saravanan More results