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As previously mentioned, DataLab is under active development at EPAM Systems, and is being used in a number of production deployments:
Wiki Markup \[An investment company\] is using DataLab as an AWS-based analytics platform for their data scientists to provide a convenient way to perform multi-tenant data analytics. This enables data scientists to easily provision work environments with integrated data sources based on Elasticsearch, Apache HBase, and Neo4j, and utilizing Apache Spark. This enabled a “one click”, self service option for users to provision an environment with the necessary tools and data. \\Wiki Markup \[An electronics manufacturing company\] leverages DataLab for data quality, data exploration, and analytics. The company’s data scientists leverage DataLab to work with data sources that have been transferred to the cloud in order to find new insights on the data, and help the implementation team define requirements for data engineering. The main goal is to increase the utilization of various tools by decreasing time to deployment. \\Wiki Markup \[A retail company\] is using DataLab as an image recognition framework, to enable automated restocking of inventory. \\Wiki Markup \[A travel company\] is using DataLab to create recommendation engine that will allow end users to find more relevant accommodations faster and at a lower cost. \\
Meritocracy
We value meritocracy and we understand that it is the basis for an open community that encourages multiple companies and individuals to contribute and be invested in the project’s future. We will encourage and monitor participation and make sure to extend privileges and responsibilities to all contributors.
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- dev@DataLab.incubator.apache.org
- commits@DataLab.incubator.apache.org
- private@DataLab.incubator.apache.org
Source control
Issue tracking
- JIRA DataLab: https://issues.apache.org/jira/projects/DataLab/
Documentation
- DataLab Website: httphttps://DataLabdatalab.opensource.epam.comapache.org/
- DataLab code base: https://github.com/epamapache/DataLabincubator-datalab
- DataLab Overview: https://github.com/epamapache/DataLabincubator-datalab/blob/master/README.md
- DataLab User Guide: https://github.com/epamapache/DataLabincubator-datalab/blob/master/USER_GUIDE.md
Initial Source
The DataLab codebase is currently hosted on Github: https://github.com/epamapache/DataLabincubator-datalab
Source and Intellectual Property Submission Plan
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- Dmytro Liaskovskyi dmytro_liaskovskyi@epam.com
- Volodymyr Veres Volodymyr_Veres@epam.com
- Oleh Hrynets Oleh_Hrynets@epam.comOleh
- Hrynyk Oleh _Hrynyk@epam.comOleh Martushevskyi Oleh_Martushevskyi@epam.com
- Oleh Moskovych Oleh_Moskovych@epam.com
- Vadym Kuznetsov Vadym_Kuznetsov@epam.com
- Usein Faradzhev Usein_Faradzhev@epam.com
- Bohdan Hliva Bohdan_Hliva@epam.com
- Oleksandr Melnychuk Oleksandr_Melnychuk1@epam.com
- Mikhail Teplitskiy Mikhail_Teplitskiy@epam.com
- Vira Vitanska Vira_Vitanska@epam.com
- Andriana Kovalyshyn Andriana_Kovalyshyn@epam.com
- Oleksandr Chaparin Oleksandr_Chaparin@epam.com
- Denys Shliakhov Denys_Shliakhov@epam.com
- Nazar Barabash Nazar_Barabash@epam.com
- Yuriy Holinko Yuriy_Holinko@epam.com
- Petro Kotsiuba Petro_Kotsiuba@epam.com
- Bogdan Rudyi Bogdan_Rudyi@epam.com
- Mikhail Teplitskyi Mikhail_Teplitskyi@epam.com
Sponsors
Champion
- P. Taylor Goetz ptgoetz@apache.org
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