Repository for Microsoft Team Data Science Process containing documents and scripts
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TDSP in a nutshell.pdf Datasheet Nov 5, 2016

Team Data Science Process from Microsoft

Overview | Data Science Lifecycle | Roles and Tasks | Project Execution | Utilities | Project Template

This repository contains the Team Data Science Process (TDSP) from Microsoft. TDSP is an agile, iterative, data science methodology to improve collaboration and team learning. It is supported through a lifecycle definition, standard project structure, artifact templates, and tools for productive data science.

Release Notes

This is an early preview release of TDSP. We are continuously improving TDSP based on our further accumulated experience, and customer feedback. Stay tuned for future releases.

Ask Questions.

We would love to hear back from you. Should you have any questions or suggestions, please create a new discussion thread on the Issues Tab.

Make TDSP Better, Together

We believe that with the help of the data science community, we can make TDSP even better, and can benefit more enterprises and individual data scientists to be more efficient. We welcome contributions to TDSP, either on documentation or on workflow or implementing TDSP on different tools for versioning or work items management. Feel free to contribute pages at TDSP/wiki.

If you have some useful data science utilities to share, we encourage you to contribute to the TDSP-Utilities Github repository.

To know more about TDSP and about how to adopt the process, check out TDSP documents in Docs directory.