Zum Hauptinhalt springen
Network Science with Python

Network Science with Python

Von David Knickerbocker

Herausgegeben von PACKTPUBLISHING

Spanish 2023 ISBN 9781801075213
eBook

Über dieses Buch

Discover the use of graph networks to develop a new approach to data science using theoretical and practical methods with this expert guide using Python, printed in color Key Features Create networks using data points and information Learn to visualize and analyze networks to better understand communities Explore the use of network data in both - supervised and unsupervised machine learning projects Purchase of the print or Kindle book includes a free PDF eBook Book Description Network analysis is often taught with tiny or toy data sets, leaving you with a limited scope of learning and practical usage. Network Science with Python helps you extract relevant data, draw conclusions and build networks using industry-standard – practical data sets. You’ll begin by learning the basics of natural language processing, network science, and social network analysis, then move on to programmatically building and analyzing networks. You’ll get a hands-on understanding of the data source, data extraction, interaction with it, and drawing insights from it. This is a hands-on book with theory grounding, specific technical, and mathematical details for future reference. As you progress, you’ll learn to construct and clean networks, conduct network analysis, egocentric network analysis, community detection, and use network data with machine learning. You’ll also explore network analysis concepts, from basics to an advanced level. By the end of the book, you’ll be able to identify network data and use it to extract unconventional insights to comprehend the complex world around you.What you will learn Explore NLP, network science, and social network analysis Apply the tech stack used for NLP, network science, and analysis Extract insights from NLP and network data Generate personalized NLP and network projects Authenticate and scrape tweets, connections, the web, and data streams Discover the use of network data in machine learning projects Who this book is for Network Science with Python demonstrates how programming and social science can be combined to find new insights. Data scientists, NLP engineers, software engineers, social scientists, and data science students will find this book useful. An intermediate level of Python programming is a prerequisite. Readers from both – social science and programming backgrounds will find a new perspective and add a feather to their hat.

Verfügbarkeit

Network Science with Python ist als eBook in 1 Online-Buchhandlung erhältlich. Kaufe es direkt beim Verlag bei Biblioteca Digital Marcombo.

Audience
young-adults
Sprache
Spanish
Teilen

Häufige Fragen

In welchen Formaten ist Network Science with Python erhältlich?
Network Science with Python ist als eBook in 1 Online-Buchhandlung erhältlich.
Wo kann ich Network Science with Python kaufen?
Du kannst Network Science with Python bei Biblioteca Digital Marcombo kaufen. Vergleiche alle Optionen in der Liste auf dieser Seite.

Bewertungen und Rezensionen

Noch keine Bewertungen. Sei der Erste, der dieses Buch rezensiert.

Anmelden um dieses Buch zu bewerten und zu rezensieren.

Kommentare

Anmelden um an der Unterhaltung teilzunehmen.

Noch keine Kommentare.