Kniha TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB Velssy Hernández

TEACHING MACHINE LEARNING PROGRAMMING IN PANDAS AND JUPYTER-LAB

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
52.46
This book is designed for those who wish to enter the world of machine learning, i.e. beginner mode....

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2023
Stránok
80
EAN
9786205657232
ISBN
6205657236
Enbook ID
42876947
Hmotnosť
137
Rozmery
150 x 220 x 5

Kompletný popis

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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