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Milliways
Cuisine Starlight
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Milliways
Cuisine Starlight
About
Contact

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Table of Contents

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

Introduction

Introduction#

What#

Implementing roadmap.

Why#

Create a robust, scalable, frugal, and sustainable MLOps process.

How?#

ML development
Transition to operations
Operations

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Large-scale MLOps

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ML development

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