Articles liés à TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND...

TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB: Beginner Level - Couverture souple

Gómez, Jorge; Hernández, Velssy

 
9786205657232: TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB: Beginner Level
Couverture souple
ISBN 10 : 6205657236 ISBN 13 : 9786205657232
Editeur : Our Knowledge Publishing, 2023

Synopsis

This book is designed for those who wish to enter the world of machine learning, i.e. beginner mode. Initially, data manipulation through dataframes in the Python programming language, embedded in the Jupyter-lab and Pandas framework, will be addressed. Then data will be extracted from csv files to manage them in dataframes. Indexing, selection and allocation, indexing in Pandas, tag-based selection, conditional selection, data allocation, summary functions, maps and grouping and sorting. Finally, we will proceed to program basic supervised learning models such as linear regression with a single variable, linear regression with multiple variables, saving and loading the training model, data management with dummy variables, separation of the training and test data sets.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Our Knowledge Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6205657236
ISBN 13 
9786205657232
Reliure
Broché
Nombre de pages
80
Coordonnées du fabricant
non disponible
Personne responsable
info@bod.de
info@bod.de

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