TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB | Beginner Level
Jorge Gómez (u. a.)
ISBN 10: 6205657236 ISBN 13: 9786205657232
Published by Our Knowledge Publishing, 2023
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preigu, Osnabrück, Germany
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TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB | Beginner Level | Jorge Gómez (u. a.) | Taschenbuch | Englisch | 2023 | Our Knowledge Publishing | EAN 9786205657232 | Verantwortliche Person für die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. Seller Inventory # 126514429
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.
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Bibliographic Details
Title: TEACHING MACHINE LEARNING PROGRAMMING IN ...
Publisher: Our Knowledge Publishing
Publication Date: 2023
Binding: Taschenbuch
Condition: Neu