A Handbook of Mathematical Models with Python : Elevate your machine learning projects with NetworkX, PuLP, and linalg /: Elevate your machine learning projects with NetworkX, PuLP, and linalg. (2023)

Record Type:
Book
Title:
A Handbook of Mathematical Models with Python : Elevate your machine learning projects with NetworkX, PuLP, and linalg /: Elevate your machine learning projects with NetworkX, PuLP, and linalg. (2023)
Main Title:
A Handbook of Mathematical Models with Python : Elevate your machine learning projects with NetworkX, PuLP, and linalg
Further Information:
Note: Dr. Ranja Sarkar.
Authors:
Dr, Sarkar, Ranja
Contents:
Table of ContentsIntroduction to Mathematical ModelingMachine Learning vis-à-vis Mathematical ModelingPrincipal Component AnalysisGradient DescentSupport Vector MachineGraph TheoryKalman FilterMarkov ChainExploring Optimization TechniquesOptimization Techniques for Machine Learning.
Publisher Details:
Birmingham : Packt Publishing
Publication Date:
2023
Extent:
1 online resource (144 pages)
Subjects:
COMPUTERS -- Computer Science
COMPUTERS -- Information Technology
COMPUTERS -- Mathematical & Statistical Software
Languages:
English
ISBNs:
9781804617069
1804617067
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.804035
Ingest File:
21_013.xml