Articoli correlati a TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND...

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

Gómez, Jorge; Hernández, Velssy

 
9786205657232: TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB: Beginner Level
Brossura
ISBN 10: 6205657236 ISBN 13: 9786205657232
Casa editrice: Our Knowledge Publishing, 2023

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Our Knowledge Publishing
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
6205657236
ISBN 13 
9786205657232
Rilegatura
Copertina flessibile
Numero di pagine
80
Contatto del produttore
non disponibile
Persona responsabile
GPSR Kontakt
info@bod.de

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Hamburg
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Germania