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An Introduction to Machine Learning
Miroslav Kubat
[PDF.rh02] An Introduction to Machine Learning
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| 2016-10-15 | 2016-10-15 | Original language:English | PDF # 1 | 9.25 x.70 x6.10l, | File type: PDF | 291 pages||||“Miroslav Kubat's Introduction to Machine Learning is an excellent overview of a broad range of Machine Learning (ML) techniques. It fills a longstanding need for texts that cover the middle ground of neither oversimplifying nor too technical explanatio
This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Later chapters show how to combine these simple tools by way of “boostin...
You can specify the type of files you want, for your device.An Introduction to Machine Learning | Miroslav Kubat. A good, fresh read, highly recommended.
