Introduction to Data Science Service Functions

Supermap iServer Data Science Service is an online interactive python development environment for data scientists, data analysts and other roles. It can create, run and monitor python scripts online, and perform distributed analysis and machine learning based on spatial data.

Its core is Supermap iObject Python, in addition to integrating rich Python open source analysis and machine learning libraries, such as numpy, opencv, proj4 and tensorflow, to provide an integrated environment, combined with the massive geographic data resources of the iServer platform. Let users focus more on solving the data analysis problem itself.

What can iServer Data Science Services do?

• Hundreds of Python libraries are built in, providing powerful spatial analysis and processing capabilities for users in the field of data science.

• Support one-click installation and upgrade through Conda and pip tools

• Based on Docker containerization technology and Kubernetes dynamic orchestration support concurrent access by multiple people without interference

• Provide NoteBook Editor for editing and running Python code online

• Based on local data, it can also be connected to back-end GIS services for spatial statistics, mining analysis and machine learning

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In terms of environment deployment, iServer Data Science Service is easier to deploy. For details, please refer to iServer Data Science Service Package Installation Guide .

Use iServer Data Science Services. Once the iServerNotebook is installed, you can use iServer Data Science Services.