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

Gómez, Jorge; Hernández, Velssy

ISBN 10: 6205657236 / ISBN 13: 9786205657232

Published by Our Knowledge Publishing, 2023

About this Item

Print on Demand.

Seller Inventory # 398089008

Bibliographic Details

• Title: TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB: Beginner Level
• Publisher: Our Knowledge Publishing
• Publication Date: 2023
• Language: English
• ISBN 10: 6205657236
• ISBN 13: 9786205657232
• Binding: Soft cover
• Condition: New

About this title

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.