AAIF Live

The Future of ML and Data Platforms // Michael Del Balso - Erik Bernhardsson // CoffeeSessions #57

A Few Learnings from Building a Bootstrapped MLOps Services Startup//Soumanta Das//CoffeeSessions#56

Engineering Best Practices for Machine Learning // Alex Serban // MLOps Meetup #79

Learning and Teaching MLOps Applications // Salwa Muhammad // MLOps Coffee Sessions #55

System Design for Recommendations and Search // Eugene Yan // MLOps Meetup #78

Moldable Development with Glamorous Toolkit // Tudor Gîrba // MLOps Meetup #77

Machine Learning SRE // Niall Murphy // MLOps Coffee Sessions #54

MLOps Insights // David Aponte-Demetrios Brinkmann-Vishnu Rachakonda // MLOps Coffee Sessions #53

Vector Similarity Search at Scale // Dave Bergstein // MLOps Coffee Sessions #52

Building Machine Learning Models into Docker Images // Luke Marsden // MLOps Meetup #76

SGT Working Group Aug 24, 2021 - mlctl and hydrosphere Open Source MLOps Libraries Demo

What MLOps Has Taught Me // Ewan Nicolson // MLOps Meetup #75

ML Security: Why should you care? // Sahbi Chaieb // MLOps Coffee Sessions #51

Creating MLOps Standards // Alex Chung and Srivathsan Canchi // MLOps Coffee Sessions #50

Aggressively Helpful Platform Teams // Stefan Krawczyk // MLOps Coffee Sessions #49

Stitch Fix's approach to model deployment and data science autonomy is the focus, featuring Stefan Krawczyk, a manager on their data platform team. Krawczyk details Stitch Fix's "full stack data scientist" model, where individuals are empowered to solve problems end-to-end, enabled by a first-class experimentation syst...

Building an ML Platform from Scratch: Live Coding Session - Part 2 //Alon Gubkin // MLOps Meetup #74

The SAME Project: A Cloud Native Approach to Reproducible ML // David Aronchick // MLOps Meetup #73

SGT Model Deployment Working Group

Tour of Upcoming Features on the Hugging Face Model Hub// Julien Chaumond //MLOps Coffee Sessions#48

Building ML Blocks with Kubeflow Orchestration with Feature Store //Aniruddha Choudhury// Meetup #72