Summary

MLOps aims to establish a complete machine learning development process, encompassing design, construction, and management of reproducible, testable, and adaptable ML-driven software. The MLOps Stack Canvas provides a framework – neutral to specific applications and industries – for defining and structuring an MLOps architecture and infrastructure.

Title

ML Ops: Machine Learning Operations

Description

Machine Learning Operations

Keywords

machine, learning, software, read, more, model, models, will, part, development, data, application, testing, principles, need, stack, management

Upstreams

datamesh-manager.com, datamesh-architecture.com, innoq.com

Downstreams

women-in-data-ai.tech, github.com, innoq.com, creativecommons.org

NS Lookup

A 185.199.111.153, A 185.199.110.153, A 185.199.108.153, A 185.199.109.153

Dates

Created 2024-02-13

Updated 2025-03-24

Summarized 2026-02-22