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Sciencia Scripts (Publisher)
Published on 14. May 2024
Book
Paperback/Softback
64 pages
978-620-7-53210-0 (ISBN)
Description
V mashinnom obuchenii razrabatywaütsq modeli i algoritmy, sposobnye uchit'sq na dannyh i delat' predskazaniq ili suzhdeniq bez qwnogo programmirowaniq. Mashinnoe obuchenie - äto podoblast' iskusstwennogo intellekta (II). V mashinnom obuchenii ispol'zuetsq shirokij spektr wazhnyh algoritmow i metodik. Spisok algoritmow mashinnogo obucheniq priweden nizhe: Algoritm mashiny opornyh wektorow, algoritm klassifikacii "derewo reshenij", algoritm "sluchajnyj les", algoritm logisticheskoj regressii, algoritm linejnoj regressii, algoritm K-Nearest Neighbor (KNN), algoritm klassifikatora Naïve Bayes, algoritm klasterizacii K-Means, algoritm XG-Boost. Jeti algoritmy ispol'zuütsq w samyh raznyh oblastqh, takih kak robototehnika, marketing, zdrawoohranenie i finansy, i sostawlqüt osnowu mashinnogo obucheniq. Vybor algoritma zawisit ot haraktera problemy, harakteristik dannyh i dostupnyh wychislitel'nyh moschnostej.
More details
Language
Other
Product notice
Paperback (trade)
Unsewn / adhesive bound
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 4 mm
Weight
113 gr
ISBN-13
978-620-7-53210-0 (9786207532100)
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Schweitzer Classification
Persons
G-zha M.G.Chitra poluchila stepen' magistra filosofii w oblasti komp'üternyh nauk w 2011 godu w zhenskom kolledzhe iskusstw i nauk Auxilium, Vellore, shtat Tamilnad, Indiq. Imeet 10-letnij opyt prepodawaniq. Ona opublikowala bolee 5 nacional'nyh i mezhdunarodnyh konferencij i zhurnalow i zaregistrirowala odin patent. V nastoqschee wremq ona gotowitsq k zaschite doktorskoj dissertacii w Uniwersitete VIT.