I’m a noob when it comes to MLEngineering/MLOps, but recently I’ve been enjoying this book. written by some ex-Netflix ML GOAT apparently and it uses Metaflow which is open-sourced by Netflix and highkey cool + fun to use imo

Containerizing ML/AI is slow and complex, often requiring Docker expertise and complex CI/CD configs. Introducing Fast Bakery—our newest feature that automates it all, producing fast, lightweight images for scalable deployment without the usual hassle. Read more @

Tonight at 6pm, join us at The Roaring Fork in Austin for our Machine Learning Mixer! Whether you’re at the Generative AI World Summit or just in town, stop by for networking, drinks, and ML/AI conversations. Register here 👉 hubs.la/Q02XdzhT0

Join us every Friday for live demos featuring the latest updates in Outerbounds. See our platform in action, explore new features, and get your ML/AI questions answered: hubs.la/Q02Xdzdb0

Attending #KubeCon? Visit us at Booth R41, join us for two evening events, and don’t miss our Tuesday talk! Details: hubs.la/Q02XdDCv0

Morning, #KubeCon! Catch Outerbounds’ 11:15am talk on scaling workflows with Argo and breaking the 1.5MB barrier. Join us at Salt Palace, level 2, room 254 B! 👉 hubs.la/Q02XdFjp0

At #KubeCon or in Salt Lake City? Join us tonight for AI After Hours at Quarters! Drinks, networking, and AI/ML insights. Register 👉 hubs.la/Q02XdBd00

Need a break from the #KubeCon hustle? Tonight, join us at Squatters for The Future of AI! Drinks, networking, and inspiring AI/ML insights await. Register 👉 hubs.la/Q02XdxpL0

Next week, join us with Hugo Bowne-Anderson and Cloud Kitchens’ Alex Filipchik on Nov 19. Learn how ML and AI are becoming core engineering practices, from scaling and real-time ops to future trends in ML engineering. Register @ hubs.la/Q02XQLQY0

What powers Netflix-level ML/AI workloads? Dive into Outerbounds’ architecture and discover why platform engineers are in love with it: outerbounds.com/blog/architect…

Going live in 10 with Alexander Filipchik for Outerbounds to chat about ML and AI engineering at Cloudkitchens 🍳 youtube.com/live/upHUUKt0-…

AI meetup on Dec 10 at GitHub SF! Outerbounds' Eddie Mattia will cover cost-efficient fine-tuning of LLMs (1B–405B params) using Metaflow, showing how it integrates with workflows and cloud tools. RSVP: hubs.la/Q02-42Cl0

Unlock hybrid compute magic with our new robot chicken decorator! Effortlessly run workloads on Slurm clusters, now open-sourced with Metaflow! Read more: outerbounds.com/blog/delightfu…

If you're in the Bay Area, join us tomorrow evening at GitHub's SF office! Our Eddie Mattia will be discussing fine-tuning of LLMs using Metaflow, covering models ranging from 1 billion to 405 billion parameters 💪 RSVP @ hubs.la/Q02-YQCW0

At the Gen AI World Summit, our CTO, Savin Goyal, explains how Metaflow solves ML dependency hell with isolated environments, reproducibility, and rapid iteration. A must-watch for teams building AI infrastructure. hubs.la/Q030hn6z0

Learn how we conduct config-driven experiments and deployments at scale, and how you can do the same at home with a new Config feature in Metaflow! netflixtechblog.com/introducing-co…

Tired of tweaking Metaflow workflows with code changes? Netflix introduces Configurable Metaflow: define workflow variants with config files, enabling seamless experimentation without altering core code: hubs.la/Q030nTFh0

Build, deploy, and manage your ML/AI models with ease with Outerbounds on Google Cloud. Outerbounds accelerates your ML pipelines by simplifying data access, scaling your compute, and managing your cloud, providing all the foundational infrastructure AI/ML teams need ↓

Metaflow simplifies orchestration, optimizes compute and integrates with Airflow to streamline workflows. Savin from Outerbounds shares insights on scaling infrastructure and lessons from his time at Netflix. Link in the comments. #AI #MachineLearning #Airflow