Articoli correlati a Foundations of Machine Learning: Concepts to Applications

Foundations of Machine Learning: Concepts to Applications - Brossura

Dr.Nitha V R

 
9798906969675: Foundations of Machine Learning: Concepts to Applications
Brossura
ISBN 13: 9798906969675
Casa editrice: Notion Press, 2026

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Foundations of Machine Learning: Concepts to Applications

Foundations of Machine Learning: Concepts to Applications offers a clear and practical introduction to the fundamental concepts, algorithms, and applications of Machine Learning. Designed for students, educators, and beginners, the book bridges the gap between theoretical foundations and real-world implementation.

It covers essential topics including supervised and unsupervised learning, regression, classification, decision trees, Naïve Bayes, KNN, SVM, clustering, dimensionality reduction, performance evaluation, and neural networks. With simple explanations, illustrative examples, mathematical foundations, and Python-based implementations, the book helps readers understand not only how machine learning algorithms work, but also when and why to use them.

Whether you are beginning your journey in Machine Learning or seeking a practical reference for academic study and application, this book provides a structured pathway from fundamental concepts to hands-on implementation.

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Editore
Notion Press
Data di pubblicazione
2026
Lingua
Inglese
ISBN 13 
9798906969675
Rilegatura
Broché
Numero di pagine
128
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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