Information Theory, Inference and Learning Algorithms, Hardcover/David J. C. MacKay

Descriere YEO:

Information Theory, Inference and Learning - Disponibil la elefant.ro

Pe YEO găsești Information Theory, Inference and Learning de la Cambridge University Press, în categoria Foreign Books.

Indiferent de nevoile tale, Information Theory, Inference and Learning Algorithms, Hardcover/David J. C. MacKay din categoria Foreign Books îți poate aduce un echilibru perfect între calitate și preț, cu avantaje practice și moderne.

Preț: 411.99 Lei

Caracteristicile produsului Information Theory, Inference and Learning

• Brand: Cambridge University Press
• Categoria: Foreign Books
• Magazin: elefant.ro
• Ultima actualizare: 06-09-2025 01:54:05

Comandă Information Theory, Inference and Learning Online, Simplu și Rapid

Prin intermediul platformei YEO, poți comanda Information Theory, Inference and Learning de la elefant.ro rapid și în siguranță. Bucură-te de o experiență de cumpărături online optimizată și descoperă cele mai bune oferte actualizate constant.

Descriere magazin:
Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks. The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, David MacKay\'s groundbreaking book is ideal for self-learning and for undergraduate or graduate courses. Interludes on crosswords, evolution, and sex provide entertainment along the way. In sum, this is a textbook on information, communication, and coding for a new generation of students, and an unparalleled entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine learning.