BOOKS - OS AND DB - Mining Complex Networks
US $5.87
570528
570528
Mining Complex Networks
Author: Bogumi? Kaminski, Pawe? Pra?at
Year: 2022
Format: PDF
File size: 10.2 MB
Language: ENG
Year: 2022
Format: PDF
File size: 10.2 MB
Language: ENG
This book concentrates on mining networks, a subfield within data science. Data science uses scientific and computational tools to extract valuable knowledge from large data sets. Once data is processed and cleaned, it is analyzed and presented to support decision-making processes. Data science and machine learning tools have become widely used in companies of all sizes. Networks are often large-scale, decentralized, and evolve dynamically over time. Mining complex networks aim to understand the principles governing the organization and the behavior of such networks is crucial for a broad range of fields of study. Here are a few selected typical applications of mining networks: Jupiter notebooks (in Python and Julia) accompany the book and can be accessed on site.