{"product_id":"prognozirowanie-rashodow-na-turizm-na-osnowe-analiza-dannyh-von-laura-pinq-miranda","title":"Prognozirowanie rashodow na turizm na osnowe analiza dannyh","description":"\u003cp\u003eAnaliz massiwnyh dannyh, takzhe izwestnyj kak \"Bol'shie dannye\", osnowan na hranenii, posleduüschej kolichestwennoj ocenke i obrabotke bol'shih ob#emow informacii s cel'ü polucheniq tendencij i zakonomernostej. V äkonomicheskoj sfere analiz dannyh pozwolqet, w chastnosti, proanalizirowat' faktory äkonomicheskoj deqtel'nosti, okazywaüschie naibol'shee wliqnie na ee rezul'taty. Takim obrazom, mozhno s bol'shej stepen'ü dostowernosti prognozirowat' posledstwiq razlichnyh wozmozhnyh biznes-reshenij, chto pozwolqet optimizirowat' put', po kotoromu sleduet idti w poiskah kommercheskogo uspeha. Jeto chasto daet kompaniqm, primenqüschim dannuü metodiku, konkurentnoe preimuschestwo pered temi, kto ee ne primenqet. Cel'ü dannoj raboty qwlqetsq sozdanie prognosticheskih modelej rashodow turistow w Ispanii. Dlq ätogo my ispol'zowali dannye oprosa EGATUR, kotoryj predstawlqet soboj bazu dannyh, soderzhaschuü podrobnuü informaciü o turistah, puteshestwuüschih w Ispaniü. Ispol'zuemye dannye ohwatywaüt dwuhletnij period. Dlq ätogo ispol'zowalis' algoritmy linejnoj regressii (LR), K Nearest Neighbours (KNN), Random Forest (RF), Support Vector Machine (SVM) i Deep Learning (DL).\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786206971610\"\u003e\u003ch3\u003eAnaliz massowyh dannyh w äkonomike i biznese (MADM)\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786206971610","offer_id":47476913078597,"sku":"9786206971610","price":39.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/884cc430-fee8-4b3a-8bca-05e61ac21d5f.jpg?v=1750139945","url":"https:\/\/shop.autorenwelt.de\/products\/prognozirowanie-rashodow-na-turizm-na-osnowe-analiza-dannyh-von-laura-pinq-miranda","provider":"Autorenwelt Shop","version":"1.0","type":"link"}