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Iguazio

Data & AnalyticsPaid

MLOps Platform

MLOps platform for building production machine learning pipelines.

Medium India relevanceVisit Iguazio

About

Iguazio is an MLOps platform that enables data scientists and ML engineers to build, deploy, and manage production machine learning applications. It provides an integrated environment for data preparation, model training, and serving at scale. The platform combines feature stores, model serving, and workflow orchestration in one solution, designed for enterprises managing complex ML workflows.

Problem it solves

Simplifies the complexity of deploying and managing machine learning models in production environments.

Best for

Data science teams, ML engineers, enterprises with complex ML pipelines

Key features

Feature store for ML
Model serving and inference
Workflow orchestration
Data preparation and ETL
Real-time and batch processing

Tags

mlopsmachine-learningfeature-storemodel-servingdata-engineering

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DatabricksKubeflowMLflowSageMaker