Verwandte Artikel zu Foundations of Machine Learning: Concepts to Applications

Foundations of Machine Learning: Concepts to Applications - Softcover

Dr.Nitha V R

 
9798906969675: Foundations of Machine Learning: Concepts to Applications
Softcover
ISBN 13: 9798906969675
Verlag: Notion Press, 2026

Inhaltsangabe

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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Verlag
Notion Press
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 13 
9798906969675
Einband
Taschenbuch
Anzahl der Seiten
128
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

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