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Machine Learning


290.65  Lei 341.94  Lei

sau 29065 de puncte. Detalii.

Livrare in 15 zile lucratoare

Cod: BRT9781466583283

An aparitie: 2014

Autor: Stephen Marsland

Categoria: Applications of computing

Editie: cartonata

Editura: Taylor & Francis

Format: 261 x 184 x 28 mm

Limba: English

Nr. pagini: 457

Transport Gratuit peste 50 de lei
Puncte de fidelitate
30 de Zile Drept de Retur

A Proven, Hands-On Approach for Students without a Strong Statistical Foundation

Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning algorithms. Unfortunately, computer science students without a strong statistical background often find it hard to get started in this area.

Remedying this deficiency, Machine Learning: An Algorithmic Perspective, Second Edition helps students understand the algorithms of machine learning. It puts them on a path toward mastering the relevant mathematics and statistics as well as the necessary programming and experimentation.

New to the Second Edition

Two new chapters on deep belief networks and Gaussian processes
Reorganization of the chapters to make a more natural flow of content
Revision of the support vector machine material, including a simple implementation for experiments
New material on random forests, the perceptron convergence theorem, accuracy methods, and conjugate gradient optimization for the multi-layer perceptron
Additional discussions of the Kalman and particle filters
Improved code, including better use of naming conventions in Python

Suitable for both an introductory one-semester course and more advanced courses, the text strongly encourages students to practice with the code. Each chapter includes detailed examples along with further reading and problems. All of the code used to create the examples is available on the author's website.

Cartea Machine Learning face parte din categoria Applications of computing a librariei online si este scrisa de Stephen Marsland.
Livrarea se face din stocul furnizorului nostru din UK in aproximativ 15 zile lucratoare. Transportul este gratuit prin curier rapid, oriunde in Romania, pentru orice comanda de minimum 50 de lei. Pentru orice solicitare sau informatie suplimentara apelati call center-ul Libris de luni pana vineri intre orele 8-20.

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