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What is Sematic?

It is an open-source development toolkit to help Data Scientists and Machine Learning (ML) Engineers prototype and productionize ML pipelines in days not weeks. It is based on experience building ML infrastructure at leading tech companies.
Sematic is a tool in the Machine Learning Tools category of a tech stack.
Sematic is an open source tool with 958 GitHub stars and 56 GitHub forks. Here’s a link to Sematic's open source repository on GitHub

Sematic Integrations

Slack, Grafana, Apache Spark, Google BigQuery, and Amazon Redshift are some of the popular tools that integrate with Sematic. Here's a list of all 8 tools that integrate with Sematic.

Sematic's Features

  • Develop and run ML pipelines using native Python functions, no new DSL to learn
  • Monitor, visualize, and track all inputs and outputs of all pipeline steps in a slick UI
  • Collaborate with your team to keep the discussion close to the pipeline as opposed to scattered elsewhere
  • Execute your pipelines locally or in your cloud

Sematic Alternatives & Comparisons

What are some alternatives to Sematic?
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Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
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