Browse Lessons

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

Maintainability in Diversity // Pablo Estevez // Coffee Session #46 short clip

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

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

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

Production and Development Responsibilities // Diego Oppenheimer // Coffee Sessions #45 short clip

Three Blocks of MLOps Modular Level // Emmanuel Raj // Meetup #69 short clip

Core Use Cases of Seek // Grant Wright // Coffee Session #44 short clip

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

Shadow IT/Shadow MLOps/Shadow DevOps // Korri Jones // Meetup #68 short clip

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

Orchestrating Spark Jobs with Kubeflow // Sadik Bakiu // MLOps Meetup #71

Model serving platform // Kyle Gallatin // Coffee #43 short clip

Fast.ai, AutoML, and Software Engineering for ML // Jeremy Howard // Coffee Session #47

Learning from 150 Successful ML-enabled Products at Booking.com // Pablo Estevez // Coffee Ses'n #46

Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip

Machine Learning in Cybersecurity // Monika Venčkauskaitė // MLOps Meetup #70

Enterprise Security and Governance MLOps // Diego Oppenheimer // MLOps Coffee Sessions #45

Autonomy vs. Alignment: Scaling AI Teams to Deliver Value// Grant Wright //MLOps Coffee Sessions #44

How Pinterest Powers Image Similarity // Shaji Chennan Kunnummel // System Design Reviews #1

Engineering MLOps // Emmanuel Raj // MLOps Meetup #69

Control Theory // Amit Paka // MLOps Coffee Sessions #42 short clip

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