{"id":1064,"date":"2026-03-02T08:13:54","date_gmt":"2026-03-02T08:13:54","guid":{"rendered":"https:\/\/demo.webknitter.in\/centafsalumni\/?p=1064"},"modified":"2026-05-20T14:23:32","modified_gmt":"2026-05-20T14:23:32","slug":"idman-analitikasi-ai-il-nec-dyisir","status":"publish","type":"post","link":"https:\/\/demo.webknitter.in\/centafsalumni\/idman-analitikasi-ai-il-nec-dyisir\/","title":{"rendered":"\u0130dman analitikas\u0131 AI il\u0259 nec\u0259 d\u0259yi\u015fir"},"content":{"rendered":"\u0130dman analitikas\u0131 AI il\u0259 nec\u0259 d\u0259yi\u015fir<\/title><\/p>\n<h1>Az\u0259rbaycanda idman analitikas\u0131 – m\u0259lumat v\u0259 s\u00fcni intellekt inqilab\u0131<\/h1>\n<p>\u0130dman\u0131n r\u0259q\u0259msal transformasiyas\u0131 d\u00fcnyan\u0131 oldu\u011fu kimi Az\u0259rbaycan\u0131 da d\u0259yi\u015fir. Art\u0131q futbol v\u0259 g\u00fcl\u0259\u015f kimi \u0259n\u0259n\u0259vi sevimli idman n\u00f6vl\u0259rimizd\u0259 bel\u0259 q\u0259rarlar sad\u0259c\u0259 m\u0259\u015fq\u00e7i intuisiya v\u0259 t\u0259cr\u00fcb\u0259 il\u0259 deyil, m\u00fcr\u0259kk\u0259b m\u0259lumat modell\u0259ri v\u0259 s\u00fcni intellekt proqnozlar\u0131 \u0259sas\u0131nda q\u0259bul edilir. Bu d\u0259yi\u015fiklik, idman t\u0259\u015fkilatlar\u0131n\u0131n, m\u0259\u015fq\u00e7il\u0259rin v\u0259 h\u0259tta azarke\u015fl\u0259rin idmana bax\u0131\u015f\u0131n\u0131 k\u00f6k\u00fcnd\u0259n d\u0259yi\u015fir. M\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 t\u0259hlili \u00fcsullar\u0131, o c\u00fcml\u0259d\u0259n xarici resurslardan, m\u0259s\u0259l\u0259n, <a href=\"https:\/\/nashvilleneuroscience.com\/\">https:\/\/istanbulhastaneleri.net\/<\/a> kimi platformalardan da istifad\u0259 olunan tibbi m\u0259lumatlar\u0131n inteqrasiyas\u0131, idman\u00e7\u0131 performans\u0131n\u0131n h\u0259rt\u0259r\u0259fli qiym\u0259tl\u0259ndirilm\u0259sin\u0259 imkan yarad\u0131r. Bu yaz\u0131da Az\u0259rbaycan kontekstind\u0259 idman analitikas\u0131n\u0131n nec\u0259 inki\u015faf etdiyini, istifad\u0259 olunan \u0259sas metrik v\u0259 modell\u0259ri, h\u0259m\u00e7inin bu texnologiyalar\u0131n m\u0259hdudiyy\u0259tl\u0259rini ara\u015fd\u0131raca\u011f\u0131q.<\/p>\n<h2>Analitikan\u0131n tarixi inki\u015faf\u0131 v\u0259 Az\u0259rbaycana t\u0259siri<\/h2>\n<p>\u0130dman analitikas\u0131n\u0131n k\u00f6kl\u0259ri \u0259sas\u0259n statistikaya v\u0259 \u0259l il\u0259 apar\u0131lan hesablamalara s\u00f6yk\u0259nirdi. Az\u0259rbaycanda da ilk add\u0131mlar idman jurnallar\u0131nda \u00e7ap olunan \u0259sas statistikalar – qol, faul, z\u0259rb\u0259 say\u0131 il\u0259 m\u0259hdudla\u015f\u0131rd\u0131. Lakin komp\u00fcter texnologiyalar\u0131n\u0131n yay\u0131lmas\u0131 v\u0259 x\u00fcsusil\u0259, 2000-ci ill\u0259rin sonlar\u0131ndan etibar\u0259n “b\u00f6y\u00fck m\u0259lumat” anlay\u0131\u015f\u0131n\u0131n meydana \u00e7\u0131xmas\u0131 h\u0259r \u015feyi d\u0259yi\u015fdi. Bu g\u00fcn Az\u0259rbaycan Premyer Liqas\u0131nda, Voleybol Superliqas\u0131nda v\u0259 dig\u0259r pe\u015f\u0259kar liqalarda oyunlar video analiz sisteml\u0259ri il\u0259 qeyd\u0259 al\u0131n\u0131r, h\u0259r bir oyun\u00e7u h\u0259r\u0259k\u0259ti izl\u0259nir v\u0259 r\u0259q\u0259msalla\u015fd\u0131r\u0131l\u0131r. Bu ke\u00e7id sad\u0259 statistikadan proqnozla\u015fd\u0131r\u0131c\u0131 analitikaya do\u011fru h\u0259r\u0259k\u0259ti \u0259ks etdirir.<\/p>\n<h3>\u018fn\u0259n\u0259vi metrikalardan m\u00fcasir g\u00f6st\u0259ricil\u0259r\u0259 ke\u00e7id<\/h3>\n<p>Ke\u00e7mi\u015fd\u0259 idman\u00e7\u0131n\u0131n d\u0259y\u0259ri \u0259sas\u0259n g\u00f6z\u0259 g\u00f6r\u00fcn\u0259n n\u0259tic\u0259l\u0259rl\u0259 – qolla, xalla, \u00e7\u0259ki il\u0259 \u00f6l\u00e7\u00fcl\u00fcrd\u00fc. M\u00fcasir analitika is\u0259 “g\u00f6r\u00fcnm\u0259z” amill\u0259r\u0259 diqq\u0259t yetirir. M\u0259s\u0259l\u0259n, futbol\u00e7unun yaratd\u0131\u011f\u0131 bo\u015fluq, t\u0259zyiq alt\u0131nda d\u0259qiq \u00f6t\u00fcrm\u0259 faizi, ya da g\u00fcl\u0259\u015f\u00e7inin m\u00fc\u0259yy\u0259n bir tutu\u015fdan \u00e7\u0131xma s\u00fcr\u0259ti kimi g\u00f6st\u0259ricil\u0259r daha \u0259h\u0259miyy\u0259tli hesab olunur. Az\u0259rbaycan idman m\u0259kt\u0259bl\u0259rind\u0259 bel\u0259 yana\u015fmalar t\u0259dric\u0259n t\u0259tbiq olunma\u011fa ba\u015flay\u0131r, g\u0259nc idman\u00e7\u0131lar\u0131n inki\u015faf\u0131 art\u0131q daha \u00e7ox m\u0259lumat \u0259sas\u0131nda qiym\u0259tl\u0259ndirilir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i.ytimg.com\/vi\/xpMcAj8JPJI\/maxresdefault.jpg\" alt=\"https:\/\/istanbulhastaneleri.net\/\" loading=\"lazy\"><\/p>\n<h2>S\u00fcni intellektin idman analitikas\u0131na g\u0259tirdiyi yenilikl\u0259r<\/h2>\n<p>S\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si sad\u0259 m\u0259lumat toplama m\u0259rh\u0259l\u0259sini a\u015faraq, m\u00fcr\u0259kk\u0259b model qurma v\u0259 proqnozla\u015fd\u0131rma m\u0259rh\u0259l\u0259sin\u0259 ke\u00e7idi t\u0259min edir. Bu, Az\u0259rbaycanda idman\u0131n idar\u0259 edilm\u0259si \u00fc\u00e7\u00fcn d\u0259 b\u00f6y\u00fck imkanlar a\u00e7\u0131r.<\/p>\n<ul>\n<li>Z\u0259d\u0259l\u0259rin proqnozla\u015fd\u0131r\u0131lmas\u0131: AI modell\u0259ri idman\u00e7\u0131n\u0131n y\u00fckl\u0259nm\u0259 m\u0259lumatlar\u0131n\u0131, biomexanik g\u00f6st\u0259ricil\u0259rini v\u0259 tibbi tarix\u00e7\u0259sini t\u0259hlil ed\u0259r\u0259k, m\u00fc\u0259yy\u0259n bir \u0259z\u0259l\u0259 qrupunda z\u0259d\u0259 riskinin artma ehtimal\u0131n\u0131 h\u0259ft\u0259l\u0259r \u0259vv\u0259lc\u0259d\u0259n x\u0259b\u0259r ver\u0259 bilir. Bu, m\u0259\u015fq rejiminin f\u0259rdil\u0259\u015fdirilm\u0259sin\u0259 v\u0259 karyeralar\u0131n uzad\u0131lmas\u0131na k\u00f6m\u0259k edir.<\/li>\n<li>R\u0259qib t\u0259hlili: S\u00fcni intellekt alqoritml\u0259ri r\u0259qib komandan\u0131n y\u00fczl\u0259rl\u0259 saatl\u0131q video material\u0131n\u0131 avtomatik t\u0259hlil ed\u0259r\u0259k, onlar\u0131n z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259rini, taktiki n\u00fcanslar\u0131n\u0131 v\u0259 h\u0259tta \u015f\u0259xsi meyill\u0259rini (m\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n bir oyun\u00e7unun z\u0259rb\u0259 \u00fc\u00e7\u00fcn hans\u0131 aya\u011f\u0131n\u0131 \u00fcst\u00fcnl\u00fck verdiyi) m\u00fc\u0259yy\u0259n ed\u0259 bilir.<\/li>\n<li>Oyun\u00e7u skautinqi v\u0259 transfer strategiyas\u0131: Ki\u00e7ik liqalarda v\u0259 ya g\u0259ncl\u0259r \u00e7empionatlar\u0131nda \u00e7\u0131x\u0131\u015f ed\u0259n, lakin statistik g\u00f6st\u0259ricil\u0259ri y\u00fcks\u0259k olan istedadlar AI vasit\u0259sil\u0259 a\u015fkar edil\u0259 bil\u0259r. Bu, Az\u0259rbaycan klublar\u0131n\u0131n transfer b\u00fcdc\u0259sini daha s\u0259m\u0259r\u0259li idar\u0259 etm\u0259sin\u0259 yard\u0131m\u00e7\u0131 ola bil\u0259r.<\/li>\n<li>Oyun taktikas\u0131n\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131: Simulyasiya modell\u0259ri m\u00fc\u0259yy\u0259n bir oyun\u00e7u d\u0259yi\u015fikliyinin v\u0259 ya taktiki sxemin oyunun n\u0259tic\u0259sin\u0259 t\u0259sirini proqnozla\u015fd\u0131rma\u011fa \u00e7al\u0131\u015f\u0131r. Bu, m\u0259\u015fq\u00e7iy\u0259 d\u0259rhal geri bildirim verir.<\/li>\n<li>Fan engagement v\u0259 kontent: AI, oyunun avtomatik highlight-lar\u0131n\u0131 yarada, azarke\u015f mara\u011f\u0131 \u00fc\u00e7\u00fcn f\u0259rdil\u0259\u015fdirilmi\u015f statistikalar haz\u0131rlaya bil\u0259r, bu da Az\u0259rbaycanda idman\u0131n media \u00f6rt\u00fcy\u00fcn\u00fc v\u0259 kommersial c\u0259h\u0259td\u0259n inki\u015faf\u0131n\u0131 stimulla\u015fd\u0131ra bil\u0259r.<\/li>\n<\/ul>\n<h2>Az\u0259rbaycan idman\u0131nda istifad\u0259 olunan \u0259sas analitik modell\u0259r<\/h2>\n<p>Beyn\u0259lxalq t\u0259cr\u00fcb\u0259d\u0259n uy\u011funla\u015fd\u0131r\u0131lan bir s\u0131ra analitik modell\u0259r yerli t\u0259\u015fkilatlar t\u0259r\u0259find\u0259n t\u0259dric\u0259n m\u0259nims\u0259nilir. Bu modell\u0259r x\u00fcsusi proqram t\u0259minat\u0131 v\u0259 m\u00fct\u0259x\u0259ssisl\u0259r t\u0259l\u0259b edir.<\/p>\n<table>\n<thead>\n<tr>\n<th>Modelin n\u00f6v\u00fc<\/th>\n<th>\u018fsas m\u0259qs\u0259di<\/th>\n<th>Az\u0259rbaycan kontekstind\u0259 potensial t\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>G\u00f6zl\u0259nil\u0259n qol (xG) modell\u0259ri<\/td>\n<td>At\u0131lan h\u0259r bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 hesablamaq<\/td>\n<td>Futbol\u00e7ular\u0131n h\u00fccum effektivliyinin daha d\u0259qiq qiym\u0259tl\u0259ndirilm\u0259si, taktikan\u0131n effektivliyinin \u00f6l\u00e7\u00fclm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Player tracking (Oyun\u00e7u izl\u0259m\u0259) m\u0259lumatlar\u0131<\/td>\n<td>Oyun zaman\u0131 idman\u00e7\u0131n\u0131n s\u00fcr\u0259ti, m\u0259saf\u0259si, s\u00fcr\u0259tl\u0259nm\u0259si haqq\u0131nda m\u0259lumat<\/td>\n<td>G\u0259nc futbol\u00e7ular\u0131n v\u0259 g\u00fcl\u0259\u015f\u00e7il\u0259rin fiziki haz\u0131rl\u0131q s\u0259viyy\u0259sinin monitorinqi, yor\u011funlu\u011fun idar\u0259 edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Pas \u015f\u0259b\u0259k\u0259si analizi<\/td>\n<td>Komanda daxilind\u0259 \u00f6t\u00fcrm\u0259l\u0259rin qrafikini qurmaq v\u0259 \u0259sas “yarad\u0131c\u0131” m\u0259rk\u0259zl\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k<\/td>\n<td>Komanda kimliyinin v\u0259 oyun modelinin obyektiv t\u0259hlili, z\u0259if ke\u00e7idl\u0259rin a\u015fkarlanmas\u0131<\/td>\n<\/tr>\n<tr>\n<td>M\u00f6hk\u0259mlik v\u0259 risk modell\u0259ri<\/td>\n<td>Komandan\u0131n gerid\u0259 d\u00fc\u015fd\u00fckd\u0259 n\u0259tic\u0259ni d\u0259yi\u015fdirm\u0259 v\u0259 ya \u00fcst\u00fcnl\u00fcy\u00fc qoruma qabiliyy\u0259tinin \u00f6l\u00e7\u00fclm\u0259si<\/td>\n<td>Komandan\u0131n psixoloji haz\u0131rl\u0131\u011f\u0131n\u0131n v\u0259 oyun davaml\u0131l\u0131\u011f\u0131n\u0131n qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>T\u0259kam\u00fcl alqoritml\u0259ri<\/td>\n<td>M\u00fcxt\u0259lif oyun\u00e7u kombinasiyalar\u0131ndan \u0259n yax\u015f\u0131s\u0131n\u0131 tapmaq \u00fc\u00e7\u00fcn minl\u0259r\u00e7\u0259 simulyasiya aparmaq<\/td>\n<td>\u018fsas v\u0259 ehtiyat hey\u0259tin formala\u015fd\u0131r\u0131lmas\u0131nda m\u0259\u015fq\u00e7iy\u0259 m\u0259lumatl\u0131 q\u0259rar q\u0259bul etm\u0259kd\u0259 k\u00f6m\u0259k<\/td>\n<\/tr>\n<tr>\n<td>M\u0259\u015fq y\u00fck\u00fc optimalla\u015fd\u0131rma modell\u0259ri<\/td>\n<td>F\u0259rdi idman\u00e7\u0131 \u00fc\u00e7\u00fcn optimal m\u0259\u015fq intensivliyini v\u0259 b\u0259rpa m\u00fcdd\u0259tini hesablamaq<\/td>\n<td>G\u0259nc idman\u00e7\u0131larda h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259nm\u0259 v\u0259 z\u0259d\u0259l\u0259rin qar\u015f\u0131s\u0131n\u0131n al\u0131nmas\u0131<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Texnologiyan\u0131n t\u0259tbiqind\u0259 qar\u015f\u0131la\u015f\u0131lan \u00e7\u0259tinlikl\u0259r v\u0259 m\u0259hdudiyy\u0259tl\u0259r<\/h2>\n<p>\u0130nnovasiyan\u0131n b\u00fct\u00fcn \u00fcst\u00fcnl\u00fckl\u0259rin\u0259 baxmayaraq, Az\u0259rbaycanda idman analitikas\u0131n\u0131n geni\u015f yay\u0131lmas\u0131n\u0131n qar\u015f\u0131s\u0131nda bir s\u0131ra \u0259ng\u0259ll\u0259r durur. Bu \u00e7\u0259tinlikl\u0259ri anlamaq real g\u00f6zl\u0259ntil\u0259r formala\u015fd\u0131rmaq \u00fc\u00e7\u00fcn vacibdir.<\/p>\n<h3>Maliyy\u0259 v\u0259 infrastruktur mane\u0259l\u0259ri<\/h3>\n<p>Pe\u015f\u0259kar analitika sisteml\u0259ri – x\u00fcsusi sensorlar, y\u00fcks\u0259k keyfiyy\u0259tli kameralar, proqram t\u0259minat\u0131 v\u0259 m\u0259lumatlar\u0131n saxlanmas\u0131 \u00fc\u00e7\u00fcn bulud infrastrukturu – \u0259h\u0259miyy\u0259tli investisiya t\u0259l\u0259b edir. Ki\u00e7ik b\u00fcdc\u0259li klublar v\u0259 idman federasiyalar\u0131 \u00fc\u00e7\u00fcn bu, \u0259sas mane\u0259 ola bil\u0259r. Bundan \u0259lav\u0259, stabil v\u0259 s\u00fcr\u0259tli internet ba\u011flant\u0131s\u0131 b\u00fct\u00fcn \u00f6lk\u0259 \u00fczr\u0259 h\u0259l\u0259 d\u0259 problem olaraq qal\u0131r, bu da real vaxt analitikas\u0131n\u0131 \u00e7\u0259tinl\u0259\u015fdirir.<\/p>\n<h3>M\u00fct\u0259x\u0259ssis \u00e7at\u0131\u015fmazl\u0131\u011f\u0131<\/h3>\n<p>\u0130dman analitikas\u0131 idman elml\u0259ri, statistika v\u0259 proqramla\u015fd\u0131rman\u0131 birl\u0259\u015fdir\u0259n \u00e7ox\u015fax\u0259li bir sah\u0259dir. Az\u0259rbaycanda h\u0259l\u0259 d\u0259 bu \u00fc\u00e7 sah\u0259ni ehtiva ed\u0259n ixtisasla\u015fm\u0131\u015f kadrlar\u0131n say\u0131 m\u0259hduddur. Bu, m\u00f6vcud texnologiyalardan tam istifad\u0259 etm\u0259y\u0259 v\u0259 ya onlar\u0131 yerli ehtiyaclara uy\u011funla\u015fd\u0131rma\u011fa mane olur.<\/p>\n<ul>\n<li>Data scientist-l\u0259rin idman kontekstini anlamamas\u0131 v\u0259 ya idman m\u00fct\u0259x\u0259ssisl\u0259rinin m\u0259lumat analizind\u0259n h\u0259ddind\u0259n art\u0131q \u00e7\u0259tinm\u0259si.<\/li>\n<li>\u018fld\u0259 edil\u0259n m\u00fcr\u0259kk\u0259b statistik m\u0259lumatlar\u0131 praktiki m\u0259\u015fq tap\u015f\u0131r\u0131qlar\u0131na v\u0259 taktiki g\u00f6st\u0259ri\u015fl\u0259r\u0259 \u00e7evirm\u0259k bacar\u0131\u011f\u0131n\u0131n inki\u015faf etdirilm\u0259si ehtiyac\u0131.<\/li>\n<li>R\u0259q\u0259msal savadl\u0131l\u0131\u011f\u0131n idman\u00e7\u0131lar, m\u0259\u015fq\u00e7il\u0259r v\u0259 r\u0259hb\u0259rl\u0259r aras\u0131nda art\u0131r\u0131lmas\u0131 z\u0259rur\u0259ti.<\/li>\n<li>Xarici dild\u0259 olan proqram interfeysl\u0259ri v\u0259 s\u0259n\u0259dl\u0259\u015fm\u0259 il\u0259 i\u015fl\u0259m\u0259k \u00e7\u0259tinliyi.<\/li>\n<\/ul>\n<h2>Etik v\u0259 qanuni aspektl\u0259r – m\u0259lumat\u0131n m\u00fclkiyy\u0259ti v\u0259 \u015f\u0259xsi h\u0259yat<\/h2>\n<p>\u0130dman\u00e7\u0131lar\u0131n f\u0259rdi performans v\u0259 sa\u011flaml\u0131q m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 yeni etik suallar do\u011furur. Bu m\u0259lumatlar\u0131n m\u00fclkiyy\u0259ti kim\u0259 aiddir – idman\u00e7\u0131ya, kluba, yoxsa texnologiya t\u0259minat\u00e7\u0131s\u0131na? M\u0259lumatlar\u0131n nec\u0259 saxlan\u0131lmas\u0131, kiml\u0259rl\u0259 payla\u015f\u0131lmas\u0131 v\u0259 n\u0259 q\u0259d\u0259r m\u00fcdd\u0259t\u0259 saxlan\u0131lmas\u0131 laz\u0131md\u0131r? Az\u0259rbaycanda bu sah\u0259d\u0259 x\u00fcsusi qanuni \u00e7\u0259r\u00e7iv\u0259 h\u0259l\u0259 formala\u015fmam\u0131\u015fd\u0131r, bu da potensial m\u00fcbahis\u0259l\u0259r \u00fc\u00e7\u00fcn yer burax\u0131r. M\u0259s\u0259l\u0259n, z\u0259d\u0259 riski proqnozu \u0259sas\u0131nda idman\u00e7\u0131n\u0131n kontrakt\u0131n\u0131n yenil\u0259nm\u0259m\u0259si q\u0259rar\u0131 etik c\u0259h\u0259td\u0259n ne\u00e7\u0259 d\u0259r\u0259c\u0259d\u0259 m\u0259qbuldur?<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img1.daumcdn.net\/thumb\/S1200x630\/?fname=https:\/\/t1.daumcdn.net\/news\/202411\/15\/yonhap\/20241115200629306bbkb.jpg\" alt=\"https:\/\/istanbulhastaneleri.net\/\" loading=\"lazy\"><\/p>\n<h2>G\u0259l\u0259c\u0259k perspektivl\u0259r v\u0259 Az\u0259rbaycan \u00fc\u00e7\u00fcn imkanlar<\/h2>\n<p>Texnologiya s\u00fcr\u0259tl\u0259 inki\u015faf etdiyi \u00fc\u00e7\u00fcn g\u0259l\u0259c\u0259k trendl\u0259r daha da d\u0259rin inteqrasiyan\u0131 v\u0259 daha g\u00fccl\u00fc al\u0259tl\u0259ri v\u0259d edir. Az\u0259rbaycan bu prosesd\u0259 sad\u0259c\u0259 istifad\u0259\u00e7i deyil, i\u015ftirak\u00e7\u0131 da ola bil\u0259r.<\/p>\n<ol>\n<li>Real-vaxt analitikas\u0131n\u0131n demokratikl\u0259\u015fm\u0259si: Bulud hesablama xidm\u0259tl\u0259rinin ucuzla\u015fmas\u0131 v\u0259 AI al\u0259tl\u0259rinin \u0259l\u00e7atan olmas\u0131 il\u0259 ki\u00e7ik klublar v\u0259 h\u0259tta azya\u015fl\u0131 idman m\u0259kt\u0259bl\u0259ri d\u0259 \u0259sas analitikadan istifad\u0259 ed\u0259 bil\u0259c\u0259k.<\/li>\n<li>Virtual v\u0259 art\u0131r\u0131lm\u0131\u015f reall\u0131q (VR\/AR) inteqrasiyas\u0131: M\u0259\u015fq\u00e7il\u0259r v\u0259 idman\u00e7\u0131lar taktiki v\u0259ziyy\u0259tl\u0259ri VR m\u00fchitind\u0259 t\u0259krarlaya, AI-n\u0131n t\u0259klif etdiyi variantlar\u0131 test ed\u0259 bil\u0259c\u0259k. Bu, Az\u0259rbaycan\u0131n g\u0259nc idman\u00e7\u0131lar\u0131n\u0131n taktiki intellektini inki\u015faf etdirm\u0259k \u00fc\u00e7\u00fcn d\u0259y\u0259rli al\u0259t ola bil\u0259r.<\/li>\n<li>Fan t\u0259hlili v\u0259 interaktiv platformalar: Azarke\u015fl\u0259r \u00fc\u00e7\u00fcn daha d\u0259rin statistik m\u0259lumatlara \u0259saslanan interaktiv platformalar yaranacaq, bu da idman\u0131n ictimai mara\u011f\u0131n\u0131 art\u0131racaq v\u0259 mediada daha keyfiyy\u0259tli m\u00fczakir\u0259l\u0259r\u0259 s\u0259b\u0259b olacaq.<\/li>\n<li>Milli idman m\u0259lumatlar\u0131 bazas\u0131n\u0131n yarad\u0131lmas\u0131: M\u00fcxt\u0259lif idman n\u00f6vl\u0259ri v\u0259 ya\u015f qruplar\u0131 \u00fczr\u0259 vahid m\u0259lumat anbar\u0131n\u0131n formala\u015fd\u0131r\u0131lmas\u0131 uzunm\u00fcdd\u0259tli idman si<\/li>\n<\/ol>\n<p>Bu bazalar milli idman strategiyas\u0131n\u0131n elmi \u0259saslarla haz\u0131rlanmas\u0131na v\u0259 g\u0259nc istedadlar\u0131n a\u015fkar edilm\u0259sin\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r. Yerli texnologiya \u015firk\u0259tl\u0259ri bu sah\u0259d\u0259 ixtisasla\u015faraq yerli ehtiyaclara uy\u011fun h\u0259ll\u0259r t\u0259qdim ed\u0259 bil\u0259rl\u0259r.<\/p>\n<p>\u0130dman analitikas\u0131 idman\u0131n mahiyy\u0259tini d\u0259yi\u015fdir\u0259n g\u00fccl\u00fc bir vasit\u0259dir. Onun u\u011furu texnologiyan\u0131n keyfiyy\u0259tli m\u0259lumatla, insan m\u00fct\u0259x\u0259ssisliyi il\u0259 v\u0259 etik prinsipl\u0259rl\u0259 harmoniyas\u0131ndan as\u0131l\u0131d\u0131r. Az\u0259rbaycan idman\u0131 bu yeni d\u00f6vr\u0259 u\u011furla daxil olmaq \u00fc\u00e7\u00fcn taraz yana\u015fma t\u0259l\u0259b edir – innovasiyan\u0131 q\u0259bul etm\u0259k, eyni zamanda idman\u00e7\u0131n\u0131n rifah\u0131n\u0131 v\u0259 idman\u0131n \u0259sl m\u0259nas\u0131n\u0131 m\u0259rk\u0259z\u0259 qoymaq. If you want a concise overview, check <a href=\"https:\/\/www.premierleague.com\/\">Premier League official site<\/a>.<\/p>\n<p>Texnologiyan\u0131n idman\u00e7\u0131 performans\u0131n\u0131 v\u0259 idman\u0131n idar\u0259 edilm\u0259sini nec\u0259 inki\u015faf etdirdiyini anlamaq, g\u0259l\u0259c\u0259k add\u0131mlar\u0131 planla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn vacibdir. Bu, idman\u0131n daha d\u0259qiq, \u0259dal\u0259tli v\u0259 maraql\u0131 olmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\">VAR explained<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130dman analitikas\u0131 AI il\u0259 nec\u0259 d\u0259yi\u015fir Az\u0259rbaycanda idman analitikas\u0131 – m\u0259lumat v\u0259 s\u00fcni intellekt inqilab\u0131 \u0130dman\u0131n r\u0259q\u0259msal transformasiyas\u0131 d\u00fcnyan\u0131 oldu\u011fu kimi Az\u0259rbaycan\u0131 da d\u0259yi\u015fir. Art\u0131q futbol v\u0259 g\u00fcl\u0259\u015f kimi \u0259n\u0259n\u0259vi sevimli idman n\u00f6vl\u0259rimizd\u0259 bel\u0259 q\u0259rarlar sad\u0259c\u0259 m\u0259\u015fq\u00e7i intuisiya v\u0259 t\u0259cr\u00fcb\u0259 il\u0259 deyil, m\u00fcr\u0259kk\u0259b m\u0259lumat modell\u0259ri v\u0259 s\u00fcni intellekt proqnozlar\u0131 \u0259sas\u0131nda q\u0259bul edilir. Bu d\u0259yi\u015fiklik, idman […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","pmpro_default_level":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1064","post","type-post","status-publish","format-standard","hentry","category-uncategorized","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1064","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/comments?post=1064"}],"version-history":[{"count":2,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1064\/revisions"}],"predecessor-version":[{"id":4904,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1064\/revisions\/4904"}],"wp:attachment":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/media?parent=1064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/categories?post=1064"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/tags?post=1064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}