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Machine Learning for Beginners - 2nd Edition
- Build and deploy Machine Learning systems using Python
Engelsk Paperback
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Machine Learning for Beginners - 2nd Edition
- Build and deploy Machine Learning systems using Python
Engelsk Paperback

335 kr
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6 - 8 hverdage

Om denne bog
The second edition of “Machine Learning for Beginners” addresses key concepts and subjects in machine learning. The book begins with an introduction to the foundational principles of machine learning, followed by a discussion of data preprocessing. It then delves into feature extraction and feature selection, providing comprehensive coverage of various techniques such as the Fourier transform, short-time Fourier transform, and local binary patterns. Moving on, the book discusses principal component analysis and linear discriminant analysis. Next, the book covers the topics of model representation, training, testing, and cross-validation. It emphasizes regression and classification, explaining and implementing methods such as gradient descent. Essential classification techniques, including k-nearest neighbors, logistic regression, and naive Bayes, are also discussed in detail. The book then presents an overview of neural networks, including their biological background, the limitations of the perceptron, and the backpropagation model.
Product detaljer
Sprog:
Engelsk
Sider:
384
ISBN-13:
9789355515636
Indbinding:
Paperback
Udgave:
ISBN-10:
9355515634
Kategori:
Udg. Dato:
24 jul 2023
Længde:
18mm
Bredde:
241mm
Højde:
194mm
Forlag:
BPB Publications
Oplagsdato:
24 jul 2023
Forfatter(e):
Kategori sammenhænge