Pattern Recognition and Machine Learning, Hardcover Book, By: Christopher M. Bishop
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Pattern Recognition and Machine Learning, Hardcover Book, By: Christopher M. Bishop
SAR 324.6
SAR 388.32
16% خصم
سيتم التوصيل خلال 8 أيام عمل
الشحن والتوصيل
8التوصيل مجاني
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سياسة الاستبدال
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وصف المنتج
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
المواصفات
- Books Author: Christopher M. Bishop
- Number Of Pages: 738
- Language: English
- Publisher: Springer-Verlag New York Inc.
- Books Category: التكنولوجيا و الكمبيوتر
- Book Format: Hardcover
- Other Feature 1: Edition: 1st ed. 2006. Corr. 2nd printing 2011
- Books_ISBN: 0387310738
- Other Feature 2: Weight: 2,147 grams
- Other Feature 3: Size: 178 x 254 x 33.02 mm
- Publication Date: April 06, 2011