Mathematics for Machine Learning (Bog, Paperback / softback, Engelsk) af Marc Peter (University College London) Deisenroth

Mathematics for Machine Learning

(Bog, Paperback / softback, Engelsk)
Forfattere: Marc Peter (University College London) Deisenroth, A. Aldo (Imperial College London) Faisal, Cheng Soon Ong

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Beskrivelse

This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Marc Peter (University College London) Deisenroth, A. Aldo (Imperial College London) Faisal, Cheng Soon Ong
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 23-04-2020
Første udgivelsesår 2020
Illustrationer Worked examples or Exercises; 106 Halftones, color; 3 Halftones, black and white
Originalsprog United Kingdom
Sideantal 398
Indbinding Paperback / softback
Forlag Cambridge University Press
Sideoplysninger 398 pages, Worked examples or Exercises; 106 Halftones, color; 3 Halftones, black and white
Mål 234 x 444 x 15
ISBN-13 / EAN-13 9781108455145