انگلیسی 1403
Graph Data Analytics
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شابک:
9789365895360
ناشر:
BPB Publications
صفحات:
372
وزن:
900 g
ابعاد:
19٫1 x 23٫5 x 21٫6 cm
جلد کتاب:
شومیز
Thema:
- Computing and Information Technology
For most modern-day data, graph data models are proving to be advantageous since they facilitate a diverse range of data analyses. This has spiked the interest and usage of graph databases, especially Neo4j. We study Neo4j and cypher along with various plugins that augment database capabilities in terms of data types or facilitate applications in data science and machine learning using plugins like graph data science (GDS). A significant portion of the book is focused on discussing the structure and usage of graph algorithms. Readers will gain insights into well-known algorithms like shortest path, PageRank, or Label Propagation among others, and how one can apply these algorithms in real-world scenarios within a Neo4j graph.
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