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DVC VS Managed MLflow

Compare DVC VS Managed MLflow and see what are their differences

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DVC logo DVC

Diablo Valley College consists of two campuses serving more than 22,000 students in Contra Costa County each semester with a wide variety of program options.

Managed MLflow logo Managed MLflow

Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.
  • DVC Landing page
    Landing page //
    2023-09-01
  • Managed MLflow Landing page
    Landing page //
    2023-05-15

Category Popularity

0-100% (relative to DVC and Managed MLflow)

DVC

Managed MLflow

Data Science And Machine Learning
28 28%
Data Science And Machine Learning
72% 72
Data Science Notebooks
32 32%
Data Science Notebooks
68% 68
Machine Learning
37 37%
Machine Learning
63% 63
Machine Learning Tools
22 22%
Machine Learning Tools
78% 78

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What are some alternatives?

When comparing DVC and Managed MLflow, you can also consider the following products

Weights & Biases - Developer tools for deep learning research

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Comet.ml - Comet lets you track code, experiments, and results on ML projects. It’s fast, simple, and free for open source projects.

Iterative.ai - Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.

Pachyderm - Pachyderm is an open source analytics engine that uses Docker containers for distributed computations.

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