Mage.ai is described as 'Open-source data pipeline tool designed to simplify the process of building, running, and maintaining machine learning and data workflows. With an intuitive interface, it allows users to create powerful pipelines for ETL (Extract, Transform, Load) processes, data' and is an app in the development category. There are five alternatives to Mage.ai for a variety of platforms, including Web-based, Self-Hosted, Linux, Mac and Windows apps. The best Mage.ai alternative is n8n, which is free. Other great apps like Mage.ai are Kestra, Apache Airflow, Dagster and Metaflow.
Leverage a versatile automation tool to streamline tasks and workflows across different platforms using an adaptable, open-source framework. Ideal for self-hosted solutions and SaaS, n8n supports a broad spectrum of integrations with third-party services like Slack, Trello, and Google Sheets.
Kestra is an infinitely scalable orchestration and scheduling platform, creating, running, scheduling, and monitoring millions of complex pipelines.
Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
Dagster is a cloud-native data pipeline orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical...
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