Fundamentals of Machine Learning Algorithms - Brossura

CHITRA, Mrs M.G.; GOVINDARAJ, Dr. RAMYA

 
9786207483556: Fundamentals of Machine Learning Algorithms
Brossura
ISBN 10: 6207483553 ISBN 13: 9786207483556
Casa editrice: LAP LAMBERT Academic Publishing, 2024

Sinossi

In machine learning, models and algorithms can learn from data and make predictions or judgments without explicit programming are developed. Machine learning is a subfield of artificial intelligence (AI). Machine learning uses a wide range of important algorithms and techniques. A list of machine learning algorithms is shown below: Support Vector Machine Algorithm, Decision Tree Classification Algorithm, Random Forest Algorithm, Logistic Regression Algorithm, Linear Regression Algorithm, K-Nearest Neighbor (KNN) Algorithm, Naïve Bayes Classifier Algorithm, K-Means Clustering Algorithm, XG-Boost Algorithm. These algorithms are employed in many different areas, such as robotics, marketing, healthcare, and finance, and they form the foundation of machine learning. The choice of algorithm is influenced by the nature of the problem, the characteristics of the data, and the available computing capacity.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6207483553
ISBN 13 
9786207483556
Rilegatura
Copertina flessibile
Numero di pagine
60
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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