Indigo team¶

A generic implementation roadmap that can facilitate MLOps for any ML problem in detail. This roadmap is intended for reducing problem solutioning, using problem solving instead, and as basis for critical notes on AI.

Landscape of ML models

Introduction
Learning models
Hybrid models
Statistical models
Human-In-The-Loop models

MLOps structure

Introduction
Small data ops
Big data ops
Hybrid MLOps
Large-scale MLOps

Implementing roadmap

Introduction
ML development
Transition to operations
Operations

Factors for success

Introduction
Data
Requirements

Last update: 2025-05-17 12:00