Browse Lessons

DataOps Manifesto - DataOps is Data Management Reborn // Chris Bergh // MLOps Meetup #64 short clip

CI/CD for MLOPS Definition // Monmayuri Ray // MLOps Coffee Sessions #41 short clip

SGT Model Deployment Working Group June 22, 2021 Meeting

Sri's Favorite Model Release Strategy // Srivatsan Srinivasan //MLOps Coffee Sessions #40 short clip

Project/Product Management for MLOps//Korri Jones-Simarpal Khaira-Veselina Staneva//MLOps Meetup #68

Educating Clients on Uncertainty // Adam Sroka // MLOps Coffee Sessions #38 short clip

Nick's Nightmarish Story // Nick Masca // Coffee Session #35 short clip

Twitch Affecting Felipe's Career // Felipe Campos Penha// Meetup #63 short clip

Maturing Machine Learning in Enterprise // Kyle Gallatin // MLOps Coffee Sessions #43

Building an ML Platform from Scratch: Live Coding Session // Alon Gubkin // MLOps Meetup #67

Being Focused on the Business Problems // Luigi Patruno // MLOps Coffee Sessions #36 short clip

Practical MLOps Part 2 // Alfredo Deza // MLOps Meetup #66

Organizational Notion of MLOps // Stephen Galsworthy // Coffee Session #39 short clip

Common Mistakes in the ML Development Lifecycle // Kseniia Melnikova // MLOps Meetup #65

Model Performance Monitoring and Why You Need it Yesterday // Amit Paka // MLOps Coffee Sessions #42

CI/CD in MLOPS // Monmayuri Ray // MLOps Coffee Sessions #41

Operationalize Machine Learning at Scale with MLOps // Christopher Bergh // MLOps Meetup #64

The Whole of MLOps is Greater Than the Sum of its Parts

Scaling AI in Production // Srivatsan Srinivasan // MLOps Coffee Sessions #40

Introducing Social Good Technologies, a MLOps industry non-profit association

SGT Model Deployment Working Group May 19, 2021 Meeting

MLOps: A Leader's Perspective // Stephen Galsworthy // MLOps Coffee Sessions #39

Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip

Learnings from Live Coding: An MLOps Project on Twitch // Felipe Campos Penha // MLOps Meetup #63

4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip

Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62

Tooling: Blessing and Curse? // Geoff Sims // Coffee Sessions #34 short clip

Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38

Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip

From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61

MLOps Memes // Ariel Biller // MLOps Coffee Sessions #37

Luigi in Production Part 2 // Luigi Patruno // MLOps Coffee Sessions #36

MLOps Community 1 Year Anniversary! // Meetup #59 clip

War Stories Productionising ML // Nick Masca // Coffee Session#35

Who is the right person to interact with in Evaluation Store? // Short clip from Meetup #57

Evaluation Store Discussion // Josh Tobin // Short clip from Meetup #57

Machine Learning at Atlassian // Geoff Sims // Coffee Session#34

Model & Data Drift Deep Dive // Ben Wilson // MLOps Meetup Clips

Underspecification Paper Key Takeaways // D. Sculley // MLOps Clips

Creator of Kubeflow's opinion on a feature store // MLOps Meetup Clips

When to add more complexity in your ML infrastructure? // Daniel Stahl // MLOps Meetup Clips

Start-ups vs Enterprise OSS Strategy in Machine Learning Tooling // MLOps Clips with Sarah Catanzaro

MLOps Investments // Sarah Catanzaro // Coffee Session #33

Model Watching: Keeping Your Project in Production // Ben Wilson // MLOps Meetup #58

A Missing Link in the ML Infrastructure Stack // Josh Tobin // MLOps Meetup #57

Build by Small Pieces // Igor Lushchyk // MLOps Meetup #55 short clip

The Intricacy of the Labeling Process // Laszlo Sragner // MLOps Meetup #54 short clip

The Godfather Of MLOps // D. Sculley // MLOps Coffee Sessions #32