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Machine learning :from the classics to deep networks, transformers, and diffusion models /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine learning :Sergios Theodoridis.
其他題名:	from the classics to deep networks, transformers, and diffusion models /
作者:	Theodoridis, Sergios,
出版者:	Amsterdam :Academic Press,c2026.
面頁冊數:	xxx, 1190 p. :ill. (some col.) ;24 cm.
標題:	Machine learningMathematical models.
ISBN:	9780443292385 (pbk.) :

Machine learning :from the classics to deep networks, transformers, and diffusion models /
Theodoridis, Sergios,1951-

Machine learning :from the classics to deep networks, transformers, and diffusion models /Sergios Theodoridis. - 3rd ed. - Amsterdam :Academic Press,c2026. - xxx, 1190 p. :ill. (some col.) ;24 cm.

Includes bibliographical references and index.

ISBN: 9780443292385 (pbk.) :NT$3368

Standard No.: CIPO000195619

Nat. Bib. No.: GBC515003bnb

Nat. Bib. Agency Control No.: 300515933UkSubjects--Topical Terms:

989528
Machine learning
--Mathematical models.

LC Class. No.: Q325.5 / .T43 2026

Dewey Class. No.: 006.31

Machine learning :from the classics to deep networks, transformers, and diffusion models /
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035 $a (OCoLC)1518027996
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100 1 $a Theodoridis, Sergios, $d 1951- $3 214973
245 1 0 $a Machine learning : $b from the classics to deep networks, transformers, and diffusion models / $c Sergios Theodoridis.
250 $a 3rd ed.
260 $a Amsterdam : $b Academic Press, $c c2026.
300 $a xxx, 1190 p. : $b ill. (some col.) ; $c 24 cm.
504 $a Includes bibliographical references and index.
650 0 $a Machine learning $x Mathematical models. $3 989528
650 0 $a Bayesian statistical decision theory. $3 182005
650 0 $a Mathematical optimization. $3 183292