Machine learning using AI - Softcover

S., Lilly Sheeba; Duraipandian, Kavitha; K., Sivasankari

 
9786207448760: Machine learning using AI
Softcover
ISBN 10: 6207448766 ISBN 13: 9786207448760
Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

The book begins with an overview of the different types of machine learning algorithms, including supervised learning, unsupervised learning, and reinforcement learning. The authors then discuss the various data processing techniques that are essential for machine learning, such as data cleaning, feature engineering, and model selection.In the following chapters, the book covers a wide range of machine learning topics, including:Regression: A technique for predicting continuous target values.Classification: A technique for predicting categorical target values.Clustering: A technique for grouping similar data points together.Dimensionality reduction: A technique for reducing the number of features in a dataset.Model evaluation: A technique for assessing the performance of a machine learning model.The book also includes a chapter on deep learning, which is a subfield of machine learning that has gained popularity in recent years.

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Über die Autorin bzw. den Autor

Dr. Lilly Sheeba S, Ms. Kavitha Duraipandian and Ms. Sivasankari.K are currently working in the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Ramapuram Campus, Chennai.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
6207448766
ISBN 13 
9786207448760
Einband
Taschenbuch
Anzahl der Seiten
104
Kontakt zum Hersteller
Nicht verfügbar
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