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TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB

Name: TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB
Brand: Our Knowledge Publishing
SKU: 42876947
Price: 56.79 EUR
Availability: InStock
Author: Velssy Hernández
ISBN: 9786205657232

Velssy Hernández

Language

English

Book Paperback

Libristo code: 42876947

Publishers Our Knowledge Publishing, January 2023

This book is designed for those who wish to enter the world of machine learning, i.e. beginner mode.... Full description

Libristo code: 42876947

139 b

56.79 € VAT included

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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.