Strojno učenje: S Pythonom do prvega klasifikatorja
Keywords:
machine learning, artificial intelligence, classification, k nearest neighbors, PythonSynopsis
Machine Learning: Classification in Python. The book serves as an introduction to the field of machine learning for anyone with basic programming experience. Important concepts of machine learning (knowledge model, learning and test set, learning algorithm) are reviewed. More details are given for the classification technique and quality evaluating procedures of classification knowledge models. The classification algorithm k nearest neighbors is presented - both conceptually and in program code. The book provides many examples in the Python programming language and the Jupyter Notebooks environment. For the purpose of consolidating knowledge, several computational and programming exercises with the given solutions are offered.
Downloads
Download data is not yet available.
Downloads
Published
January 27, 2022
Categories
Copyright (c) 2022 University of Maribor, University Press
Details about this monograph
ISBN-13 (15)
978-961-286-560-3
COBISS.SI ID (00)
THEMA Subject Codes (93)
UY, UMX
Date of first publication (11)
2022-01-27
How to Cite
Strojno učenje: S Pythonom do prvega klasifikatorja. (2022). University of Maribor Press. https://doi.org/10.18690/um.feri.1.2022