Exploring MLOps Tools and Frameworks: Enhancing Machine Learning Operations

This page summarizes the projects mentioned and recommended in the original post on dev.to
Machine Learning AI Python HacktoberFest Workflow engine

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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  • MLflow

    Open source platform for the machine learning lifecycle

    • MLflow:

  • dvc

    🦉 ML Experiments and Data Management with Git

    • DVC (Data Version Control):

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    • Apache Airflow:

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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