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

Gómez, Jorge; Hernández, Velssy

Softcover

ISBN 10: 6205657236 ISBN 13: 9786205657232

Verlag: Our Knowledge Publishing, 2023

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Ingeniero de Sistemas, Magister en Ingeniería Telemática en la Universidad del Cauca Colombia, PhD en Tecnologías de la Información y Comunicaciones de Universidad de Granada España, Docente tiempo completo del programa Ingeniería de Sistemas - Universidad de Córdoba, Miembro Rama IEEE.

Details zur Ausgabe

• Verlag: Our Knowledge Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6205657236
• ISBN 13: 9786205657232
• Einband: Taschenbuch
• Anzahl der Seiten: 80
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: preigu; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; 49078; Deutschland