{"id":12770,"date":"2026-03-02T09:09:26","date_gmt":"2026-03-02T08:09:26","guid":{"rendered":"https:\/\/www.drymax.sk\/startpage\/?p=12770"},"modified":"2026-03-03T20:52:37","modified_gmt":"2026-03-03T19:52:37","slug":"idman-analitikasi-nec-dyisir-mlumat-v-ai","status":"publish","type":"post","link":"https:\/\/www.drymax.sk\/startpage\/idman-analitikasi-nec-dyisir-mlumat-v-ai\/","title":{"rendered":"Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – m\u0259lumat v\u0259 AI"},"content":{"rendered":"Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – m\u0259lumat v\u0259 AI<\/title><\/p>\n<h1>Az\u0259rbaycanda idman analitikas\u0131n\u0131n g\u0259l\u0259c\u0259yi – m\u0259lumat v\u0259 s\u00fcni intellekt<\/h1>\n<p>Az\u0259rbaycanda idman h\u0259v\u0259skarlar\u0131 v\u0259 pe\u015f\u0259karlar\u0131 \u00fc\u00e7\u00fcn oyunun t\u0259hlili k\u00f6kl\u00fc d\u0259yi\u015fiklikl\u0259r ya\u015fay\u0131r. Art\u0131q sad\u0259 statistikalar v\u0259 t\u0259cr\u00fcb\u0259y\u0259 \u0259saslanan q\u0259rarlar gerid\u0259 qal\u0131r. M\u00fcasir d\u00f6vr m\u0259lumat d\u0259nizind\u0259n d\u0259qiq m\u0259nalar \u00e7\u0131xarmaq v\u0259 s\u00fcni intellektin k\u00f6m\u0259yi il\u0259 proqnozlar qurmaq d\u00f6vr\u00fcd\u00fcr. Bu, t\u0259kc\u0259 futbol v\u0259 g\u00fcl\u0259\u015f kimi \u0259n\u0259n\u0259vi sevimli idman n\u00f6vl\u0259rimizd\u0259 deyil, h\u0259m d\u0259 idman idar\u0259etm\u0259si, t\u0259lim prosesi v\u0259 h\u0259tta fanatlar\u0131n t\u0259cr\u00fcb\u0259sind\u0259 inqilab yarad\u0131r. Bu yaz\u0131da, bu d\u0259yi\u015fiklikl\u0259rin Az\u0259rbaycan kontekstind\u0259 nec\u0259 inki\u015faf etdiyini, hans\u0131 metrikalar\u0131n vacib oldu\u011funu, modell\u0259rin i\u015f prinsipl\u0259rini v\u0259 qar\u015f\u0131la\u015f\u0131lan \u00e7\u0259tinlikl\u0259ri ara\u015fd\u0131raca\u011f\u0131q. M\u0259s\u0259l\u0259n, bir \u00e7ox istifad\u0259\u00e7i m\u0259lumat analitikas\u0131 vasit\u0259l\u0259ri il\u0259 tan\u0131\u015f olmaq \u00fc\u00e7\u00fcn "<a href=\"https:\/\/nashvilleneuroscience.com\/\">mostbet giri\u015f<\/a>" kimi axtar\u0131\u015flar ed\u0259r\u0259k, platformalar\u0131n t\u0259hlil imkanlar\u0131n\u0131 ara\u015fd\u0131r\u0131r, lakin burada diqq\u0259t texnologiyan\u0131n \u00f6z\u00fcn\u0259 v\u0259 onun idmana t\u0259sirin\u0259 y\u00f6n\u0259ldil\u0259c\u0259k.<\/p>\n<h2>M\u0259lumat toplama texnologiyalar\u0131 – sensorlar v\u0259 videoanalitika<\/h2>\n<p>\u0130dman analitikas\u0131n\u0131n \u0259sas\u0131n\u0131 d\u0259qiq v\u0259 h\u0259rt\u0259r\u0259fli m\u0259lumat toplama t\u0259\u015fkil edir. Bir ne\u00e7\u0259 il \u0259vv\u0259l Az\u0259rbaycan klublar\u0131n\u0131n v\u0259 federasiyalar\u0131n\u0131n \u0259sas m\u0259lumat m\u0259nb\u0259yi \u0259sas\u0259n video yaz\u0131lar\u0131 v\u0259 \u0259l il\u0259 qeyd olunan statistikalar idi. Hal-haz\u0131rda is\u0259 v\u0259ziyy\u0259t s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir. \u0130dman\u00e7\u0131lar\u0131n formas\u0131na qura\u015fd\u0131r\u0131lan sensorlar, m\u0259\u015fq meydanlar\u0131na yerl\u0259\u015fdiril\u0259n GPS sisteml\u0259ri v\u0259 y\u00fcks\u0259k tezlikli kameralar h\u0259r bir add\u0131m\u0131, s\u00fcr\u0259ti, \u00fcr\u0259k d\u00f6y\u00fcnt\u00fcs\u00fcn\u00fc v\u0259 h\u0259tta b\u0259d\u0259n bucaqlar\u0131n\u0131 izl\u0259yir. Bu texnologiyalar Az\u0259rbaycan\u0131n apar\u0131c\u0131 idman m\u0259kt\u0259bl\u0259rind\u0259 v\u0259 pe\u015f\u0259kar komandalar\u0131nda t\u0259dric\u0259n t\u0259tbiq olunur.<\/p>\n<p>Bu m\u0259lumatlar\u0131n emal\u0131 il\u0259 m\u0259\u015fq\u00e7il\u0259r v\u0259 analitikl\u0259r a\u015fa\u011f\u0131dak\u0131 kimi d\u0259rin anlay\u0131\u015flar \u0259ld\u0259 ed\u0259 bil\u0259rl\u0259r:<\/p>\n<ul>\n<li>Oyun\u00e7unun yor\u011funluq s\u0259viyy\u0259sinin real vaxt rejimind\u0259 monitorinqi v\u0259 z\u0259d\u0259 riskinin proqnozla\u015fd\u0131r\u0131lmas\u0131.<\/li>\n<li>Komanda taktikas\u0131n\u0131n effektivliyinin \u00f6l\u00e7\u00fclm\u0259si, m\u0259s\u0259l\u0259n, m\u00fcdafi\u0259 x\u0259ttinin formas\u0131 v\u0259 oyun\u00e7ular aras\u0131ndak\u0131 m\u0259saf\u0259l\u0259rin t\u0259hlili.<\/li>\n<li>G\u0259nc istedadlar\u0131n skautinqind\u0259 obyektiv g\u00f6st\u0259ricil\u0259rin m\u00fc\u0259yy\u0259n edilm\u0259si, yaln\u0131z „g\u00f6z\u0259“ deyil, m\u0259lumatlara \u0259saslanaraq.<\/li>\n<li>R\u0259qib komandalar\u0131n z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259rinin avtomatik a\u015fkarlanmas\u0131 \u00fc\u00e7\u00fcn video yaz\u0131lar\u0131n\u0131n i\u015fl\u0259nm\u0259si.<\/li>\n<li>Oyun zaman\u0131 optimal \u0259v\u0259zetm\u0259l\u0259rin v\u0259 taktiki d\u0259yi\u015fiklikl\u0259rin hesablanmas\u0131.<\/li>\n<li>M\u0259\u015fq y\u00fckl\u0259rinin h\u0259r bir idman\u00e7\u0131 \u00fc\u00e7\u00fcn f\u0259rdil\u0259\u015fdirilm\u0259si.<\/li>\n<li>Uzunm\u00fcdd\u0259tli performans trendl\u0259rinin izl\u0259nm\u0259si v\u0259 m\u00fcqayis\u0259si.<\/li>\n<\/ul>\n<h3>Az\u0259rbaycan idman\u0131nda m\u0259lumat m\u0259d\u0259niyy\u0259tinin inki\u015faf\u0131<\/h3>\n<p>Texnologiyan\u0131n m\u00f6vcudlu\u011fu onun effektiv istifad\u0259si il\u0259 eyni deyil. Az\u0259rbaycanda idman sah\u0259sind\u0259 m\u0259lumatla i\u015f m\u0259d\u0259niyy\u0259tinin formala\u015fmas\u0131 davam ed\u0259n bir prosesdir. K\u00f6hn\u0259 n\u0259slin m\u0259\u015fq\u00e7il\u0259ri \u00e7ox vaxt \u00f6z daxili hissl\u0259rin\u0259 v\u0259 t\u0259cr\u00fcb\u0259sin\u0259 \u00fcst\u00fcnl\u00fck verirl\u0259r. Yeni n\u0259sil m\u00fct\u0259x\u0259ssisl\u0259r is\u0259 m\u0259lumatlar\u0131 t\u0259qdim etm\u0259k v\u0259 onlar\u0131 q\u0259rarlar\u0131n q\u0259bulunda k\u00f6m\u0259k\u00e7i vasit\u0259 kimi g\u00f6st\u0259rm\u0259k \u00fc\u00e7\u00fcn i\u015fl\u0259yirl\u0259r. Bu ke\u00e7id t\u0259kc\u0259 texniki resurslar deyil, h\u0259m d\u0259 t\u0259lim v\u0259 inam t\u0259l\u0259b edir. U\u011furlu yerli t\u0259cr\u00fcb\u0259l\u0259r, m\u0259s\u0259l\u0259n, g\u00fcl\u0259\u015f v\u0259 c\u00fcdo kimi f\u0259rdi idman n\u00f6vl\u0259rind\u0259 idman\u00e7\u0131lar\u0131n biomexaniki h\u0259r\u0259k\u0259tl\u0259rinin t\u0259hlili, bu istiqam\u0259td\u0259 add\u0131mlard\u0131r.<\/p>\n<h2>S\u00fcni intellekt modell\u0259ri – proqnozlar v\u0259 strateji t\u0259hlil<\/h2>\n<p>S\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si \u00e7oxlu miqdarda m\u0259lumat\u0131 emal edib, insan\u0131n asanl\u0131qla n\u0259z\u0259r\u0259 ala bilm\u0259y\u0259c\u0259yi n\u00fcanslar\u0131 v\u0259 n\u00fcmun\u0259l\u0259ri a\u015fkar edir. Az\u0259rbaycan kontekstind\u0259 bu modell\u0259r bir ne\u00e7\u0259 \u0259sas istiqam\u0259td\u0259 t\u0259tbiq oluna bil\u0259r. Birincisi, oyun n\u0259tic\u0259l\u0259rinin proqnozla\u015fd\u0131r\u0131lmas\u0131. Lakin bu, sad\u0259 „qalib-g\u0259lib“ t\u0259xminind\u0259n daha m\u00fcr\u0259kk\u0259bdir. Model komandan\u0131n formas\u0131, f\u0259rdi oyun\u00e7ular\u0131n performans\u0131, ev sahibi meydan \u00fcst\u00fcnl\u00fcy\u00fc, hava \u015f\u0259raiti v\u0259 tarixi r\u0259qab\u0259t statistikas\u0131 kimi y\u00fczl\u0259rl\u0259 d\u0259yi\u015f\u0259ni n\u0259z\u0259r\u0259 ala bil\u0259r.<\/p>\n<p>\u0130kincisi, strateji t\u0259hlil. AI sisteml\u0259ri r\u0259qib komandan\u0131n ke\u00e7mi\u015f oyunlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k, onlar\u0131n m\u00fc\u0259yy\u0259n v\u0259ziyy\u0259tl\u0259rd\u0259 (m\u0259s\u0259l\u0259n, k\u00fcnc z\u0259rb\u0259l\u0259rind\u0259n sonra, ya da m\u00fc\u0259yy\u0259n bir oyun\u00e7u h\u00fccumda i\u015ftirak ed\u0259rk\u0259n) nec\u0259 davrand\u0131\u011f\u0131n\u0131 m\u00fc\u0259yy\u0259n ed\u0259 bil\u0259r. Bu, m\u0259\u015fq\u00e7iy\u0259 oyun plan\u0131n\u0131 f\u0259rdil\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn d\u0259y\u0259rli m\u0259lumat verir. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, z\u0259d\u0259l\u0259rin proqnozla\u015fd\u0131r\u0131lmas\u0131. \u0130dman\u00e7\u0131n\u0131n m\u0259\u015fq v\u0259 yar\u0131\u015f y\u00fckl\u0259ri, b\u0259d\u0259n g\u00f6st\u0259ricil\u0259ri v\u0259 h\u0259tta yuxu m\u0259lumatlar\u0131 \u0259sas\u0131nda model, art\u0131q y\u00fckl\u0259nm\u0259 v\u0259 potensial z\u0259d\u0259 riski bar\u0259d\u0259 x\u0259b\u0259rdarl\u0131q ed\u0259 bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Model N\u00f6v\u00fc<\/th>\n<th>\u018fsas T\u0259tbiqi<\/th>\n<th>Az\u0259rbaycanda Potensial Faydas\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Reqressiya Modell\u0259ri<\/td>\n<td>Oyun\u00e7u qiym\u0259tl\u0259ndirm\u0259si, n\u0259tic\u0259 proqnozu<\/td>\n<td>G\u0259nc futbol\u00e7ular\u0131n transfer bazar\u0131nda d\u0259y\u0259rinin obyektiv qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Klasterl\u0259\u015fdirm\u0259 Alqoritml\u0259ri<\/td>\n<td>Oyun\u00e7ular\u0131 \u00fcslub v\u0259 rola g\u00f6r\u0259 qrupla\u015fd\u0131rmaq<\/td>\n<td>Milli komandalarda optimal oyun\u00e7u se\u00e7imi v\u0259 uy\u011funlu\u011funun m\u00fc\u0259yy\u0259n edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Neuron \u015e\u0259b\u0259k\u0259l\u0259ri<\/td>\n<td>Video ard\u0131c\u0131ll\u0131qlar\u0131n\u0131n avtomatik t\u0259hlili<\/td>\n<td>G\u00fcl\u0259\u015f v\u0259 c\u00fcdoda texnikalar\u0131n s\u0259m\u0259r\u0259liliyinin d\u0259rin t\u0259hlili<\/td>\n<\/tr>\n<tr>\n<td>Zaman Seriyas\u0131 T\u0259hlili<\/td>\n<td>Performans\u0131n m\u00f6vs\u00fcml\u0259r \u00fczr\u0259 dinamikas\u0131<\/td>\n<td>\u0130dman\u00e7\u0131n\u0131n uzunm\u00fcdd\u0259tli inki\u015faf\u0131n\u0131n izl\u0259nm\u0259si v\u0259 plato riskinin a\u015fkarlanmas\u0131<\/td>\n<\/tr>\n<tr>\n<td>T\u0259bii Dilin Emal\u0131 (NLP)<\/td>\n<td>M\u0259tbuat v\u0259 sosial media sentimentinin t\u0259hlili<\/td>\n<td>Komanda v\u0259 ya idman\u00e7\u0131 \u0259traf\u0131nda ictimai r\u0259yin v\u0259 psixoloji t\u0259zyiqin \u00f6l\u00e7\u00fclm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Q\u0259rar A\u011faclar\u0131<\/td>\n<td>Taktiki se\u00e7iml\u0259rin n\u0259tic\u0259l\u0259rinin modell\u0259\u015fdirilm\u0259si<\/td>\n<td>Oyun zaman\u0131 m\u0259\u015fq\u00e7i \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif ssenaril\u0259rin s\u00fcr\u0259tli qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Analitikan\u0131n qar\u015f\u0131la\u015fd\u0131\u011f\u0131 m\u0259hdudiyy\u0259tl\u0259r v\u0259 etik m\u0259s\u0259l\u0259l\u0259r<\/h2>\n<p>B\u00fct\u00fcn bu imkanlara baxmayaraq, m\u0259lumat v\u0259 AI il\u0259 idman analitikas\u0131n\u0131n \u00f6n\u00fcnd\u0259 \u0259h\u0259miyy\u0259tli mane\u0259l\u0259r var. Bu mane\u0259l\u0259r texniki, maliyy\u0259vi v\u0259 etik xarakter da\u015f\u0131y\u0131r. Az\u0259rbaycan kimi inki\u015faf etm\u0259kd\u0259 olan idman bazar\u0131 \u00fc\u00e7\u00fcn bu m\u0259hdudiyy\u0259tl\u0259r x\u00fcsusil\u0259 aktuald\u0131r. For background definitions and terminology, refer to <a href=\"https:\/\/www.uefa.com\/uefachampionsleague\/\">UEFA Champions League hub<\/a>.<\/p>\n<p>Texniki m\u0259hdudiyy\u0259tl\u0259r\u0259 a\u015fa\u011f\u0131dak\u0131lar daxildir:<\/p>\n<ul>\n<li><strong>M\u0259lumatlar\u0131n keyfiyy\u0259ti v\u0259 tutarl\u0131l\u0131\u011f\u0131:<\/strong> Ki\u00e7ik liqalarda v\u0259 g\u0259nclik yar\u0131\u015flar\u0131nda m\u0259lumat toplama sistematik deyil, bu da modell\u0259rin d\u0259qiqliyini a\u015fa\u011f\u0131 sal\u0131r.<\/li>\n<li><strong>\u0130nfrastruktur x\u0259rcl\u0259ri:<\/strong> Sensorlar, y\u00fcks\u0259k keyfiyy\u0259tli kamera sisteml\u0259ri v\u0259 m\u0259lumatlar\u0131 saxlamaq \u00fc\u00e7\u00fcn bulud xidm\u0259tl\u0259ri \u0259h\u0259miyy\u0259tli investisiya t\u0259l\u0259b edir.<\/li>\n<li><strong>M\u00fct\u0259x\u0259ssis \u00e7at\u0131\u015fmazl\u0131\u011f\u0131:<\/strong> H\u0259m idman, h\u0259m d\u0259 data elml\u0259ri sah\u0259sind\u0259 bilikli kadrlar\u0131n say\u0131 m\u0259hduddur.<\/li>\n<li><strong>Modelin \u015f\u0259ffafl\u0131\u011f\u0131 problemi:<\/strong> \u00c7ox m\u00fcr\u0259kk\u0259b AI modell\u0259ri „qara qutu“ kimi i\u015fl\u0259yir, y\u0259ni onlar\u0131n q\u0259rar\u0131 nec\u0259 q\u0259bul etdiyini izah etm\u0259k \u00e7\u0259tindir. M\u0259\u015fq\u00e7i niy\u0259 m\u00fc\u0259yy\u0259n bir oyun\u00e7unu meydana \u00e7\u0131xarmal\u0131 oldu\u011funu ba\u015fa d\u00fc\u015fm\u0259lidir.<\/li>\n<\/ul>\n<h3>\u0130nsan amili v\u0259 etik s\u0259rh\u0259dl\u0259r<\/h3>\n<p>\u0130dman n\u0259tic\u0259d\u0259 insan f\u0259aliyy\u0259tidir. M\u0259lumatlar v\u0259 alqoritml\u0259r insan intuisiya, ruh v\u0259ziyy\u0259ti, motivasiya v\u0259 liderlik keyfiyy\u0259tl\u0259rini tam \u00f6l\u00e7\u0259 bilm\u0259z. H\u0259ddind\u0259n art\u0131q m\u0259lumatlara etibar etm\u0259k m\u0259\u015fq\u00e7inin yarad\u0131c\u0131l\u0131\u011f\u0131n\u0131 v\u0259 daxili s\u0259sini s\u0131x\u0131\u015fd\u0131ra bil\u0259r. Bundan \u0259lav\u0259, etik m\u0259s\u0259l\u0259l\u0259r yaran\u0131r: \u0130dman\u00e7\u0131lar\u0131n f\u0259rdi biometrik m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 v\u0259 istifad\u0259si haradad\u0131r? Bu m\u0259lumatlar kim\u0259 m\u0259xsusdur v\u0259 nec\u0259 qorunur? Oyun\u00e7ular\u0131n performans\u0131na dair m\u0259lumatlar transfer dan\u0131\u015f\u0131qlar\u0131nda nec\u0259 istifad\u0259 olunur? Az\u0259rbaycanda bu m\u0259s\u0259l\u0259l\u0259ri t\u0259nziml\u0259y\u0259n ayd\u0131n qanunvericilik \u00e7\u0259r\u00e7iv\u0259sinin olmamas\u0131 potensial problem yarada bil\u0259r.<\/p>\n<h2>Az\u0259rbaycan idman\u0131n\u0131n g\u0259l\u0259c\u0259yi \u00fc\u00e7\u00fcn f\u00fcrs\u0259tl\u0259r<\/h2>\n<p>\u00c7\u0259tinlikl\u0259r\u0259 baxmayaraq, m\u0259lumat analitikas\u0131 Az\u0259rbaycan idman\u0131 \u00fc\u00e7\u00fcn b\u00f6y\u00fck f\u00fcrs\u0259tl\u0259r a\u00e7\u0131r. Bu, t\u0259kc\u0259 pe\u015f\u0259kar idman deyil, h\u0259m d\u0259 k\u00fctl\u0259vi idman\u0131n inki\u015faf\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r. M\u0259kt\u0259bl\u0259rd\u0259 v\u0259 u\u015faq-idman m\u0259kt\u0259bl\u0259rind\u0259 sad\u0259l\u0259\u015fdirilmi\u015f analitika vasit\u0259l\u0259ri g\u0259nc istedadlar\u0131n erk\u0259n a\u015fkarlanmas\u0131na v\u0259 onlar\u0131n d\u00fczg\u00fcn istiqam\u0259tl\u0259ndirilm\u0259sin\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<p>Milli komandalar\u0131n haz\u0131rl\u0131\u011f\u0131 zaman\u0131 m\u0259lumatlar \u0259sas\u0131nda q\u0259rarlar\u0131n q\u0259bulu beyn\u0259lxalq r\u0259qab\u0259t \u015f\u0259raitind\u0259 \u00f6n\u0259mli \u00fcst\u00fcnl\u00fck yarada bil\u0259r. M\u0259s\u0259l\u0259n, Olimpiya haz\u0131rl\u0131\u011f\u0131 d\u00f6vr\u00fcnd\u0259 r\u0259qibl\u0259rin t\u0259hlili, idman\u00e7\u0131lar\u0131n optimal formaya \u00e7atd\u0131r\u0131lmas\u0131 v\u0259 yar\u0131\u015f taktikas\u0131n\u0131n i\u015fl\u0259nm\u0259sind\u0259 AI modell\u0259ri d\u0259y\u0259rli vasit\u0259 ola bil\u0259r. A\u015fa\u011f\u0131dak\u0131 istiqam\u0259tl\u0259r x\u00fcsusil\u0259 perspektivlidir:<\/p>\n<ul>\n<li><strong>F\u0259rdil\u0259\u015fdirilmi\u015f t\u0259lim proqramlar\u0131:<\/strong> H\u0259r bir idman\u00e7\u0131n\u0131n genetik v\u0259 fizioloji x\u00fcsusiyy\u0259tl\u0259rin\u0259 uy\u011fun m\u0259\u015fq planlar\u0131n\u0131n yarad\u0131lmas\u0131.<\/li>\n<li><strong>Virtual reall\u0131q (VR) t\u0259limi:<\/strong> M\u0259lumatlar \u0259sas\u0131nda yarad\u0131lan simulyasiyalarda r\u0259qibin h\u0259r\u0259k\u0259t modell\u0259rinin m\u0259\u015fq edilm\u0259si.<\/li>\n<li><strong>Fan t\u0259cr\u00fcb\u0259sinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131:<\/strong> Statistikalar\u0131n v\u0259 vizualla\u015fd\u0131rman\u0131n real vaxt rejimind\u0259 t\u0259qdim edilm\u0259si, azarke\u015fl\u0259r \u00fc\u00e7\u00fcn daha d\u0259rin m\u0259zmun yarad\u0131lmas\u0131.<\/li>\n<li><strong>\u0130dman infrastrukturas\u0131n\u0131n idar\u0259 edilm\u0259si:<\/strong> Stadionlarda tama\u015fa\u00e7\u0131 ax\u0131n\u0131n\u0131n t\u0259hlili v\u0259 t\u0259hl\u00fck\u0259sizlik t\u0259dbirl\u0259rinin optimalla\u015fd\u0131r\u0131lmas\u0131.<\/li>\n<li><strong>\u0130dman media\u015f\u00fcnasl\u0131\u011f\u0131:<\/strong> Jurnalistl\u0259r \u00fc\u00e7\u00fcn m\u0259lumatlara \u0259saslanan d\u0259rin hekay\u0259l\u0259r yaratmaq al\u0259tl\u0259ri.<\/li>\n<li><strong>K\u00fctl\u0259vi yar\u0131\u015flar\u0131n t\u0259hlili:<\/strong> Marafon v\u0259 velosiped yar\u0131\u015flar\u0131 kimi t\u0259dbirl\u0259rd\u0259 i\u015ftirak\u00e7\u0131lar\u0131n performans\u0131n\u0131n v\u0259 t\u0259hl\u00fck\u0259sizliyinin monitorinqi.<\/li>\n<\/ul>\n<h3>Yerli potensial\u0131n a\u00e7\u0131lmas\u0131<\/h3>\n<p>Az\u0259rbaycan\u0131n g\u00fccl\u00fc texniki t\u0259hsil bazas\u0131 v\u0259 g. For general context and terms, see <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<p>Az\u0259rbaycan\u0131n g\u00fccl\u00fc texniki t\u0259hsil bazas\u0131 v\u0259 g\u0259nc m\u00fct\u0259x\u0259ssisl\u0259rin artan say\u0131, idman analitikas\u0131 sah\u0259sind\u0259 yerli h\u0259ll\u0259rin yarad\u0131lmas\u0131 \u00fc\u00e7\u00fcn \u0259sas t\u0259\u015fkil edir. Bu, xarici platformalardan as\u0131l\u0131l\u0131\u011f\u0131 azalda v\u0259 \u00f6lk\u0259nin x\u00fcsusi ehtiyaclar\u0131na daha yax\u015f\u0131 cavab ver\u0259n proqramlar\u0131n haz\u0131rlanmas\u0131na imkan yarada bil\u0259r.<\/p>\n<p>\u0130dman idar\u0259\u00e7iliyind\u0259 m\u0259lumat \u0259sasl\u0131 m\u0259d\u0259niyy\u0259tin yay\u0131lmas\u0131 uzunm\u00fcdd\u0259tli u\u011furun a\u00e7ar\u0131d\u0131r. Bu yana\u015fma, t\u0259lim prosesind\u0259n ba\u015flayaraq, strategiya v\u0259 infrastruktur q\u0259rarlar\u0131na q\u0259d\u0259r b\u00fct\u00fcn s\u0259viyy\u0259l\u0259rd\u0259 daha obyektiv v\u0259 effektiv idar\u0259etm\u0259ni t\u0259min ed\u0259c\u0259kdir.<\/p>\n<p>Texnologiyan\u0131n idmana inteqrasiyas\u0131 davaml\u0131 bir proses olaraq qal\u0131r. G\u0259l\u0259c\u0259k inki\u015faf, insan m\u00fct\u0259x\u0259ssisliyi il\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f analitikan\u0131 u\u011furla birl\u0259\u015fdir\u0259n, idman\u00e7\u0131lar\u0131n, m\u0259\u015fq\u00e7il\u0259rin v\u0259 azarke\u015fl\u0259rin ehtiyaclar\u0131na xidm\u0259t ed\u0259n balansla\u015fd\u0131r\u0131lm\u0131\u015f modell\u0259rd\u0259n as\u0131l\u0131 olacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – m\u0259lumat v\u0259 AI Az\u0259rbaycanda idman analitikas\u0131n\u0131n g\u0259l\u0259c\u0259yi – m\u0259lumat v\u0259 s\u00fcni intellekt Az\u0259rbaycanda idman h\u0259v\u0259skarlar\u0131 v\u0259 pe\u015f\u0259karlar\u0131 \u00fc\u00e7\u00fcn oyunun t\u0259hlili k\u00f6kl\u00fc d\u0259yi\u015fiklikl\u0259r ya\u015fay\u0131r. Art\u0131q sad\u0259 statistikalar v\u0259 t\u0259cr\u00fcb\u0259y\u0259 \u0259saslanan q\u0259rarlar gerid\u0259 qal\u0131r. M\u00fcasir d\u00f6vr m\u0259lumat d\u0259nizind\u0259n d\u0259qiq m\u0259nalar \u00e7\u0131xarmaq v\u0259 s\u00fcni intellektin k\u00f6m\u0259yi il\u0259 proqnozlar…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12770","post","type-post","status-publish","format-standard","hentry","category-nezaradene"],"_links":{"self":[{"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/posts\/12770","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/comments?post=12770"}],"version-history":[{"count":1,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/posts\/12770\/revisions"}],"predecessor-version":[{"id":12771,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/posts\/12770\/revisions\/12771"}],"wp:attachment":[{"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/media?parent=12770"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/categories?post=12770"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.drymax.sk\/startpage\/wp-json\/wp\/v2\/tags?post=12770"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}