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The importance of structure, coding style, and refactoring in notebooks

Domino Data Lab

Notebooks are increasingly crucial in the data scientist’s toolbox. This form of interactive workflow was introduced to assist data scientists in documenting their work, facilitating reproducibility, and prompting collaboration with their team members. Notebook Structure.

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The Importance of the Semantic Knowledge Graph

Ontotext

Unlike traditional database systems, a knowledge graph goes beyond the simple storage of data and focuses on the definitions of entities and the connections between them. What makes a knowledge graph a unique and powerful data solution is the semantic (data) model, or ontology , that is part of it.

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Enjoy the Benefits of Citizen Data Scientist Initiatives!

Smarten

Business Users & Data Scientists Benefit from Citizen Data Scientist Initiatives ! A Citizen Data Scientist training program; will provide a solid foundation from which to launch this initiative and help to build business user confidence.’. A business that does not optimize its resources is doomed to fail.

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The art and science of data product portfolio management

AWS Big Data

This post is the first in a series dedicated to the art and science of practical data mesh implementation (for an overview of data mesh, read the original whitepaper The data mesh shift ). Taken together, the posts in this series lay out some possible operating models for data mesh within an organization.