{"id":38515,"date":"2026-03-02T08:09:03","date_gmt":"2026-03-02T08:09:03","guid":{"rendered":"https:\/\/www.adored.us\/2020\/?p=38515"},"modified":"2026-03-03T22:18:54","modified_gmt":"2026-03-03T22:18:54","slug":"idman-analitikasinda-ai-v-data-inqilabi","status":"publish","type":"post","link":"https:\/\/www.adored.us\/2020\/2026\/03\/02\/idman-analitikasinda-ai-v-data-inqilabi\/","title":{"rendered":"Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131"},"content":{"rendered":"Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131<\/title><\/p>\n<h1>Az\u0259rbaycanda \u0130dman Analitikas\u0131 – Metrikalar, Modell\u0259r v\u0259 Texnologiya<\/h1>\n<p>\u0130dman d\u00fcnyas\u0131, x\u00fcsusil\u0259 d\u0259 Az\u0259rbaycanda futbol, g\u00fcl\u0259\u015f v\u0259 \u015fahmat kimi \u0259n\u0259n\u0259vi olaraq g\u00fccl\u00fc oldu\u011fumuz sah\u0259l\u0259r, k\u00f6kl\u00fc bir transformasiya ya\u015fay\u0131r. Art\u0131q m\u0259\u015fq\u00e7il\u0259rin q\u0259rar\u0131 v\u0259 tama\u015fa\u00e7\u0131lar\u0131n intuisiya t\u0259hlili t\u0259k ba\u015f\u0131na kifay\u0259t etmir. M\u00fcasir idman idar\u0259\u00e7iliyi, m\u0259\u015fq prosesi v\u0259 h\u0259tta oyun strategiyalar\u0131 b\u00f6y\u00fck m\u0259lumatlar v\u0259 s\u00fcni intellekt (AI) vasit\u0259sil\u0259 yenid\u0259n formala\u015f\u0131r. Bu m\u0259qal\u0259d\u0259, idman analitikas\u0131n\u0131n nec\u0259 d\u0259yi\u015fdiyini, hans\u0131 metrikalar\u0131n istifad\u0259 olundu\u011funu, modell\u0259rin imkanlar\u0131n\u0131 v\u0259 m\u0259hdudiyy\u0259tl\u0259rini, h\u0259m\u00e7inin bu texnologiyalar\u0131n Az\u0259rbaycan idman m\u00fchitin\u0259 t\u0259sirini ara\u015fd\u0131raca\u011f\u0131q. M\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n strategiyalar\u0131n t\u0259hlili zaman\u0131, t\u0259sad\u00fcfi n\u0259tic\u0259l\u0259r\u0259 \u0259saslanan bir <a href=\"https:\/\/mobizmagazine.com\/\">aviator game<\/a> modeli kimi, AI modell\u0259ri d\u0259 \u00e7oxsayl\u0131 d\u0259yi\u015f\u0259nl\u0259r \u0259sas\u0131nda proqnozlar yarada bilir.<\/p>\n<h2>\u0130dman Analitikas\u0131n\u0131n Tarixi \u0130nki\u015faf\u0131 v\u0259 Az\u0259rbaycan Konteksti<\/h2>\n<p>\u0130dman analitikas\u0131 anlay\u0131\u015f\u0131 yeni deyil. Onillikl\u0259r \u0259vv\u0259l m\u0259\u015fq\u00e7il\u0259r v\u0259 statistikl\u0259r \u0259sas g\u00f6st\u0259ricil\u0259ri – vurulan qollar\u0131, tutulan topu, faullar\u0131 – \u0259l il\u0259 qeyd edirdil\u0259r. Lakin komp\u00fcter texnologiyalar\u0131n\u0131n inki\u015faf\u0131, x\u00fcsusil\u0259 d\u0259 2000-ci ill\u0259rd\u0259n etibar\u0259n, bu prosesi radikal \u015f\u0259kild\u0259 d\u0259yi\u015fdi. Az\u0259rbaycanda bu ke\u00e7id daha t\u0259dric\u0259n ba\u015f verdi. \u018fn\u0259n\u0259vi idman m\u0259d\u0259niyy\u0259timiz g\u00fccl\u00fc olsa da, analitik texnologiyalar\u0131n t\u0259tbiqi ilkin olaraq y\u00fcks\u0259k s\u0259viyy\u0259li klublarda v\u0259 milli komandalarda m\u0259hdud idi. Son ill\u0259rd\u0259 is\u0259 v\u0259ziyy\u0259t s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir. Az\u0259rbaycan Premyer Liqas\u0131nda, h\u0259m\u00e7inin g\u00fcl\u0259\u015f v\u0259 \u015fahmat federasiyalar\u0131nda m\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 t\u0259hlili \u00fc\u00e7\u00fcn x\u00fcsusi \u015f\u00f6b\u0259l\u0259rin yarad\u0131lmas\u0131 bu istiqam\u0259td\u0259 add\u0131md\u0131r.<\/p>\n<h3>\u018fn\u0259n\u0259vi Statistikadan Prediktiv Analitikaya Ke\u00e7id<\/h3>\n<p>Ke\u00e7mi\u015fd\u0259 statistikalar ad\u0259t\u0259n ke\u00e7mi\u015f performans\u0131 g\u00f6st\u0259rirdi. \u0130ndi is\u0259 m\u0259qs\u0259d g\u0259l\u0259c\u0259yi proqnozla\u015fd\u0131rmaqd\u0131r. M\u00fcasir analitika oyun\u00e7unun n\u00f6vb\u0259ti h\u0259r\u0259k\u0259tini, komandan\u0131n qar\u015f\u0131la\u015fmada hans\u0131 taktikan\u0131 se\u00e7\u0259c\u0259yini v\u0259 h\u0259tta oyun\u00e7unun travma riskini proqnozla\u015fd\u0131rma\u011fa \u00e7al\u0131\u015f\u0131r. Bu, Az\u0259rbaycanda g\u0259nc futbol\u00e7ular\u0131n skautinqind\u0259 v\u0259 inki\u015faf\u0131nda x\u00fcsusil\u0259 vacibdir.<\/p>\n<h2>M\u00fcasir Metrikalar – Sad\u0259 R\u0259q\u0259ml\u0259rd\u0259n \u00c7ox\u00f6l\u00e7\u00fcl\u00fc G\u00f6st\u0259ricil\u0259r\u0259<\/h2>\n<p>M\u00fcasir idman analitikas\u0131 art\u0131q yaln\u0131z qol v\u0259 topu tutma faizi il\u0259 m\u0259hdudla\u015fm\u0131r. \u0130ndi oyunun h\u0259r an\u0131, h\u0259r kvadrat metr sah\u0259si, h\u0259r oyun\u00e7unun h\u0259r\u0259k\u0259ti \u00f6l\u00e7\u00fcl\u00fcr. Bu, a\u015fa\u011f\u0131dak\u0131 kimi m\u00fcr\u0259kk\u0259b metrikalar sistemini yarad\u0131r:<\/p>\n<ul>\n<li>G\u00f6zl\u0259nil\u0259n Qollar (xG) – M\u00fc\u0259yy\u0259n bir anda vurulan z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 hesablayan, futbol analitikas\u0131n\u0131n \u0259sas metrikas\u0131.<\/li>\n<li>Topu Tutma T\u0259zyiqi (PPDA) – Komandan\u0131n r\u0259qib yar\u0131mmeydanda topu n\u0259 q\u0259d\u0259r aktiv \u015f\u0259kild\u0259 geri qaytarma\u011fa \u00e7al\u0131\u015fd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir.<\/li>\n<li>Proqressiv \u00d6t\u00fcrm\u0259l\u0259r v\u0259 Da\u015f\u0131malar – H\u00fccumu t\u0259hl\u00fck\u0259li v\u0259ziyy\u0259t\u0259 \u00e7evir\u0259n h\u0259r\u0259k\u0259tl\u0259rin say\u0131.<\/li>\n<li>Oyun\u00e7u T\u0259svir M\u0259lumatlar\u0131 (EPV) – Oyun\u00e7unun h\u0259r bir h\u0259r\u0259k\u0259tinin komandan\u0131n q\u0259l\u0259b\u0259 \u015fans\u0131na n\u0259 q\u0259d\u0259r t\u00f6hf\u0259 verdiyini qiym\u0259tl\u0259ndirir.<\/li>\n<li>Fizioloji Y\u00fckl\u0259nm\u0259 M\u0259lumatlar\u0131 – GPS monitorlar\u0131 il\u0259 \u00f6l\u00e7\u00fcl\u0259n m\u0259saf\u0259, s\u00fcr\u0259t, s\u00fcr\u0259tl\u0259nm\u0259, y\u00fckl\u0259nm\u0259 d\u0259qiq\u0259l\u0259ri. Bu, Az\u0259rbaycan klublar\u0131n\u0131n m\u0259\u015fq prosesl\u0259rini optimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn getdikc\u0259 daha \u00e7ox istifad\u0259 etdiyi bir vasit\u0259dir.<\/li>\n<li>\u015eahmatda: M\u00fc\u0259yy\u0259n bir gedi\u015fd\u0259n sonra komp\u00fcter t\u0259hlilinin qiym\u0259tl\u0259ndirm\u0259si v\u0259 strateji s\u0259hvl\u0259rin statistikas\u0131.<\/li>\n<\/ul>\n<h2>S\u00fcni \u0130ntellekt v\u0259 Ma\u015f\u0131n \u00d6yr\u0259nm\u0259sinin T\u0259tbiqi<\/h2>\n<p>Bu q\u0259d\u0259r \u00e7ox m\u0259lumat\u0131 emal etm\u0259k v\u0259 m\u0259na k\u0259\u015ff etm\u0259k \u00fc\u00e7\u00fcn AI v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si \u0259sas al\u0259tl\u0259r\u0259 \u00e7evrilib. Onlar\u0131n t\u0259tbiqi bir ne\u00e7\u0259 \u0259sas istiqam\u0259td\u0259 h\u0259yata ke\u00e7irilir.<\/p>\n<h3>Oyun T\u0259hlili v\u0259 Strategiya Optimalla\u015fd\u0131rmas\u0131<\/h3>\n<p>AI modell\u0259ri video t\u0259hlili avtomatla\u015fd\u0131raraq, r\u0259qib komandan\u0131n z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259rini, standart v\u0259ziyy\u0259tl\u0259rd\u0259ki n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n edir. M\u0259s\u0259l\u0259n, Az\u0259rbaycan milli futbol komandas\u0131n\u0131n m\u0259\u015fq\u00e7il\u0259ri, qar\u015f\u0131la\u015faca\u011f\u0131 r\u0259qibin m\u00fcdafi\u0259 x\u0259ttind\u0259 hans\u0131 hallarda s\u0259hv ed\u0259 bil\u0259c\u0259yini proqnozla\u015fd\u0131ran modell\u0259rd\u0259n istifad\u0259 ed\u0259 bil\u0259r.<\/p>\n<h3>Oyun\u00e7u Performans\u0131 v\u0259 Skautinq<\/h3>\n<p>Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259ri, m\u00fcxt\u0259lif liqalardan v\u0259 ya Az\u0259rbaycan\u0131n a\u015fa\u011f\u0131 liqalar\u0131ndan g\u0259nc istedadlar\u0131n uzunm\u00fcdd\u0259tli potensial\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir. Model, oyun\u00e7unun fiziki, texniki v\u0259 taktiki g\u00f6st\u0259ricil\u0259rini t\u0259hlil ed\u0259r\u0259k, onun y\u00fcks\u0259k s\u0259viyy\u0259li \u00e7empionatda u\u011fur \u015fans\u0131n\u0131 proqnozla\u015fd\u0131ra bilir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/gyanbaksa.com\/wp-content\/uploads\/2023\/08\/IMG_3202.jpeg\" alt=\"aviator game\" loading=\"lazy\"><\/p>\n<h3>Travman\u0131n Proqnozla\u015fd\u0131r\u0131lmas\u0131 v\u0259 Sa\u011flaml\u0131\u011f\u0131n \u0130dar\u0259 Edilm\u0259si<\/h3>\n<p>Bu, AI-n\u0131n \u0259n d\u0259y\u0259rli t\u0259tbiql\u0259rind\u0259n biridir. Alqoritml\u0259r, oyun\u00e7unun y\u00fckl\u0259nm\u0259 tarix\u00e7\u0259sini, yor\u011funluq s\u0259viyy\u0259sini v\u0259 biomexaniki m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k, travma riskinin y\u00fcks\u0259k oldu\u011fu hallar\u0131 x\u0259b\u0259rdarl\u0131q ed\u0259 bilir. Bu, Az\u0259rbaycan idman\u00e7\u0131lar\u0131n\u0131n karyeralar\u0131n\u0131n uzad\u0131lmas\u0131 v\u0259 onlar\u0131n s\u0259hh\u0259tinin qorunmas\u0131 bax\u0131m\u0131ndan b\u00f6y\u00fck \u0259h\u0259miyy\u0259t k\u0259sb edir.<\/p>\n<h2>Texnologiyalar v\u0259 \u0130nfrastruktur \u00c7\u0259tinlikl\u0259ri<\/h2>\n<p>\u0130nki\u015faf etmi\u015f analitikan\u0131n t\u0259tbiqi yaln\u0131z proqram t\u0259minat\u0131ndan as\u0131l\u0131 deyil. Bu, m\u00fcr\u0259kk\u0259b bir infrastruktur t\u0259l\u0259b edir. Az\u0259rbaycan klublar\u0131 v\u0259 federasiyalar\u0131 \u00fc\u00e7\u00fcn \u0259sas \u00e7\u0259tinlikl\u0259r a\u015fa\u011f\u0131dak\u0131lard\u0131r:. For general context and terms, see <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<ul>\n<li>Y\u00fcks\u0259k keyfiyy\u0259tli m\u0259lumatlar\u0131n toplanmas\u0131 \u00fc\u00e7\u00fcn avadanl\u0131q: GPS monitorlar\u0131, y\u00fcks\u0259k tezlikli kameralar, sensorlar. Bu avadanl\u0131qlar\u0131n al\u0131nmas\u0131 v\u0259 saxlanmas\u0131 xeyli v\u0259sait t\u0259l\u0259b edir.<\/li>\n<li>M\u0259lumatlar\u0131n saxlanmas\u0131 v\u0259 emal\u0131 \u00fc\u00e7\u00fcn bulud infrastrukturu v\u0259 ya g\u00fccl\u00fc serverl\u0259r.<\/li>\n<li>M\u0259lumatlar\u0131 t\u0259hlil ed\u0259 bil\u0259n v\u0259 idman sah\u0259sind\u0259 t\u0259cr\u00fcb\u0259si olan m\u00fct\u0259x\u0259ssisl\u0259rin (data analitikl\u0259rinin) olmamas\u0131.<\/li>\n<li>K\u00f6hn\u0259 idman\u00e7\u0131 v\u0259 m\u0259\u015fq\u00e7i mentalitetinin d\u0259yi\u015fdirilm\u0259si: R\u0259q\u0259msal g\u00f6st\u0259ricil\u0259r\u0259 h\u0259ddind\u0259n art\u0131q etibar etm\u0259m\u0259k, lakin onlar\u0131 k\u00f6m\u0259k\u00e7i al\u0259t kimi q\u0259bul etm\u0259k.<\/li>\n<li>M\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259n g\u0259l\u0259n m\u0259lumatlar\u0131n (m\u0259s\u0259l\u0259n, fizioloji m\u0259lumatlar v\u0259 video analitika) vahid platformada birl\u0259\u015fdirilm\u0259si.<\/li>\n<\/ul>\n<h2>Analitikan\u0131n M\u0259hdudiyy\u0259tl\u0259ri v\u0259 Etik M\u0259s\u0259l\u0259l\u0259r<\/h2>\n<p>\u0130dman analitikas\u0131 g\u00fccl\u00fc vasit\u0259dir, lakin onun da m\u0259hdudiyy\u0259tl\u0259ri var. Bu m\u0259hdudiyy\u0259tl\u0259ri anlamaq, onun balansla\u015fd\u0131r\u0131lm\u0131\u015f istifad\u0259si \u00fc\u00e7\u00fcn vacibdir. If you want a concise overview, check <a href=\"https:\/\/www.uefa.com\/uefachampionsleague\/\">UEFA Champions League hub<\/a>.<\/p>\n<table>\n<thead>\n<tr>\n<th>M\u0259hdudiyy\u0259t N\u00f6v\u00fc<\/th>\n<th>T\u0259sviri<\/th>\n<th>Az\u0259rbaycan Kontekstind\u0259 N\u00fcmun\u0259<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>M\u0259lumatlar\u0131n Keyfiyy\u0259ti<\/td>\n<td>Model yaln\u0131z daxil edil\u0259n m\u0259lumatlar q\u0259d\u0259r yax\u015f\u0131d\u0131r. Qeyri-d\u0259qiq v\u0259 ya natamam m\u0259lumatlar yanl\u0131\u015f n\u0259tic\u0259l\u0259r verir.<\/td>\n<td>Ki\u00e7ik klublarda m\u0259lumat toplama sisteml\u0259rinin olmamas\u0131 analitikan\u0131n t\u0259tbiqini \u00e7\u0259tinl\u0259\u015fdirir.<\/td>\n<\/tr>\n<tr>\n<td>Kontekstin \u00c7at\u0131\u015fmazl\u0131\u011f\u0131<\/td>\n<td>Alqoritm oyun\u00e7unun psixoloji v\u0259ziyy\u0259tini, komanda daxilind\u0259ki kimyan\u0131 v\u0259 ya x\u00fcsusi atmosferi n\u0259z\u0259r\u0259 ala bilm\u0259z.<\/td>\n<td>Derbi oyununda (m\u0259s\u0259l\u0259n, Neft\u00e7i-Qaraba\u011f) t\u0259zyiqin v\u0259 emosiyalar\u0131n t\u0259siri r\u0259q\u0259msal modell\u0259rd\u0259 tam \u0259ks olunmur.<\/td>\n<\/tr>\n<tr>\n<td>H\u0259ddind\u0259n Art\u0131q Optimalla\u015fd\u0131rma<\/td>\n<td>Yaln\u0131z metrikalara \u0259saslanan q\u0259rarlar idman\u0131n g\u00f6z\u0259lliyini v\u0259 yarad\u0131c\u0131l\u0131\u011f\u0131n\u0131 m\u0259hv ed\u0259 bil\u0259r.<\/td>\n<td>G\u0259nc futbol\u00e7unun yaln\u0131z fiziki g\u00f6st\u0259ricil\u0259rin\u0259 \u0259saslanaraq se\u00e7ilm\u0259si, onun texniki istedad\u0131n\u0131 g\u00f6rm\u0259m\u0259zlikd\u0259n g\u0259l\u0259 bil\u0259r.<\/td>\n<\/tr>\n<tr>\n<td>Maliyy\u0259 B\u0259rab\u0259rsizliyi<\/td>\n<td>Qabaqc\u0131l analitikaya yat\u0131r\u0131m ed\u0259 bil\u0259n klublar b\u00f6y\u00fck \u00fcst\u00fcnl\u00fck \u0259ld\u0259 edir.<\/td>\n<td>Az\u0259rbaycan Premyer Liqas\u0131nda b\u00fcdc\u0259si y\u00fcks\u0259k olan klublar\u0131n bu sah\u0259d\u0259 daha ir\u0259li getm\u0259si.<\/td>\n<\/tr>\n<tr>\n<td>\u015e\u0259xsi M\u0259lumatlar\u0131n M\u00fchafiz\u0259si<\/td>\n<td>Oyun\u00e7ular\u0131n fizioloji v\u0259 sa\u011flaml\u0131q m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 v\u0259 istifad\u0259si qanuni \u00e7\u0259r\u00e7iv\u0259 t\u0259l\u0259b edir.<\/td>\n<td>Az\u0259rbaycanda idman\u00e7\u0131lar\u0131n m\u0259lumatlar\u0131n\u0131n m\u00fchafiz\u0259si il\u0259 ba\u011fl\u0131 x\u00fcsusi qanunvericiliyin inki\u015faf etdirilm\u0259si z\u0259rur\u0259ti.<\/td>\n<\/tr>\n<tr>\n<td>Modelin Qara Qutusu Problemi<\/td>\n<td>\u00c7ox m\u00fcr\u0259kk\u0259b AI modell\u0259ri b\u0259z\u0259n \u00f6z q\u0259rarlar\u0131n\u0131n \u0259sasland\u0131r\u0131lmas\u0131n\u0131 izah ed\u0259 bilmir.<\/td>\n<td>M\u0259\u015fq\u00e7inin, niy\u0259 m\u00fc\u0259yy\u0259n bir oyun\u00e7unun oyun vaxt\u0131n\u0131n azald\u0131lmas\u0131n\u0131 t\u00f6vsiy\u0259 etdiyini AI modelind\u0259n ayd\u0131n izahat ala bilm\u0259m\u0259si.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Az\u0259rbaycan \u0130dman\u0131n\u0131n G\u0259l\u0259c\u0259yi – Analitikadan Nec\u0259 Faydalana Bil\u0259rik<\/h2>\n<p>Az\u0259rbaycan idman\u0131 \u00fc\u00e7\u00fcn \u0259n optimal yol, texnologiyan\u0131 \u00f6z \u0259n\u0259n\u0259l\u0259rimiz v\u0259 insan m\u00fcdrikliyimizl\u0259 birl\u0259\u015fdirm\u0259kdir. Bu istiqam\u0259td\u0259 at\u0131la bil\u0259c\u0259k add\u0131mlar:<\/p>\n<ul>\n<li>\u0130dman Analitikas\u0131 \u00fczr\u0259 T\u0259hsil v\u0259 Kadr Haz\u0131rl\u0131\u011f\u0131: Az\u0259rbaycan D\u00f6vl\u0259t B\u0259d\u0259n T\u0259rbiy\u0259si v\u0259 \u0130dman Akademiyas\u0131 v\u0259 dig\u0259r ali m\u0259kt\u0259bl\u0259rd\u0259 data elml\u0259ri v\u0259 idman analitikas\u0131 ixtisaslar\u0131n\u0131n t\u0259sis edilm\u0259si.<\/li>\n<li>Milli Standartlar\u0131n v\u0259 Platformalar\u0131n Yarad\u0131lmas\u0131: AFFA v\u0259 dig\u0259r idman federasiyalar\u0131n\u0131n birg\u0259 i\u015fl\u0259y\u0259 bil\u0259c\u0259yi vahid m\u0259lumat platformas\u0131n\u0131n yarad\u0131lmas\u0131, ki\u00e7ik klublar \u00fc\u00e7\u00fcn d\u0259 \u0259l\u00e7atan olsun.<\/li>\n<li>G\u0259ncl\u0259rin \u0130nki\u015faf\u0131nda M\u0259qs\u0259dy\u00f6nl\u00fc T\u0259tbiq: G\u0259nc v\u0259 u\u015faq idman m\u0259kt\u0259bl\u0259rind\u0259 travman\u0131n proqnozla\u015fd\u0131r\u0131lmas\u0131 v\u0259 y\u00fckl\u0259nm\u0259nin idar\u0259 edilm\u0259si \u00fc\u00e7\u00fcn \u0259sas analitikadan istifad\u0259.<\/li>\n<li>\u015eahmat v\u0259 G\u00fcl\u0259\u015fd\u0259 X\u00fcsusi Al\u0259tl\u0259rin \u0130nki\u015faf\u0131: Bu \u0259n\u0259n\u0259vi g\u00fccl\u00fc sah\u0259l\u0259rimiz \u00fc\u00e7\u00fcn AI \u0259sasl\u0131 x\u00fcsusi analitik proqramlar\u0131n yarad\u0131lmas\u0131na d\u0259st\u0259k.<\/li>\n<li>\u0130dman T\u0259dbirl\u0259rinin T\u0259\u015fkilind\u0259 Analitika: \u00d6lk\u0259d\u0259 ke\u00e7iril\u0259n beyn\u0259lxalq yar\u0131\u015flarda (Formula 1, UEFA \u00e7empionatlar\u0131) t\u0259hlil texnologiyalar\u0131n\u0131n t\u0259qdimat\u0131 v\u0259 t\u0259tbiqi.<\/li>\n<\/ul>\n<h2>\u0130dman Jurnalistikas\u0131nda v\u0259 Fanatlar\u0131n T\u0259cr\u00fcb\u0259sind\u0259 D\u0259yi\u015fiklikl\u0259r<\/h2>\n<p>Analitika t\u0259kc\u0259 komandalar\u0131 deyil, idman\u0131 izl\u0259y\u0259n h\u0259r k\u0259si d\u0259 d\u0259yi\u015fir. Az\u0259rbaycan idman media\u015f\u00fcnasl\u0131\u011f\u0131 art\u0131q yaln\u0131z hesab v\u0259 qol m\u00fc\u0259llifl\u0259ri il\u0259 m\u0259hdudla\u015fm\u0131r. Televiziya yay\u0131mlar\u0131nda G\u00f6zl\u0259nil\u0259n Qollar (xG) qrafikl\u0259ri, top<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-cover-l,f_auto\/p\/6208449a-862d-44d7-a434-99a1aac6f073\/2043359240\/aviator-game-online-screenshot.png\" alt=\"aviator game\" loading=\"lazy\"><\/p>\n<p>m\u00fclkiyy\u0259ti v\u0259 komandan\u0131n h\u00fccum effektivliyi kimi g\u00f6st\u0259ricil\u0259r art\u0131q m\u00fcnt\u0259z\u0259m olaraq istifad\u0259 olunur. Bu, t\u0259hlili daha d\u0259rin v\u0259 m\u0259nal\u0131 edir. Eyni zamanda, mobil t\u0259tbiql\u0259r v\u0259 sosial media vasit\u0259sil\u0259 fanatlar real vaxt rejimind\u0259 detall\u0131 statistikaya \u00e7\u0131x\u0131\u015f \u0259ld\u0259 ed\u0259 bilir, \u00f6z t\u0259hlill\u0259rini apar\u0131r v\u0259 virtual icmalar yarada bilirl\u0259r. Bu, idman\u0131n ictimaiyy\u0259tl\u0259 \u0259laq\u0259sini tamamil\u0259 yeni s\u0259viyy\u0259y\u0259 qald\u0131r\u0131r.<\/p>\n<h3>Texnologiyan\u0131n \u0130nsan Elementi il\u0259 Harmoniyas\u0131<\/h3>\n<p>\u0130dman\u0131n g\u0259l\u0259c\u0259yi texnologiya il\u0259 insan m\u00fcdrikliyinin harmonik birl\u0259\u015fm\u0259sind\u0259dir. M\u0259\u015fq\u00e7inin son q\u0259rar\u0131 h\u0259mi\u015f\u0259 r\u0259q\u0259msal m\u0259lumatlar\u0131n emosional intellekt, t\u0259cr\u00fcb\u0259 v\u0259 intuisiya il\u0259 birl\u0259\u015fm\u0259sind\u0259n yaran\u0131r. Analitika m\u00fctl\u0259q bir cavab deyil, daha yax\u015f\u0131 suallar verm\u0259k \u00fc\u00e7\u00fcn bir vasit\u0259dir. U\u011furlu komandalar analitika \u015f\u00f6b\u0259sini m\u0259\u015fq\u00e7i hey\u0259ti il\u0259 s\u0131x inteqrasiya edir, qar\u015f\u0131l\u0131ql\u0131 dialoq v\u0259 etibar m\u00fchitini qurur.<\/p>\n<p>Az\u0259rbaycan idman\u0131 bu yolda add\u0131mlar atmaqdad\u0131r. Klublar\u0131n v\u0259 federasiyalar\u0131n getdikc\u0259 daha \u00e7ox m\u0259lumat m\u00fct\u0259x\u0259ssisl\u0259ri c\u0259lb etm\u0259si, bu istiqam\u0259tin ayd\u0131n g\u00f6st\u0259ricisidir. \u018fn\u0259n\u0259vi g\u00fccl\u00fc idman n\u00f6vl\u0259rimizd\u0259, m\u0259s\u0259l\u0259n, g\u00fcl\u0259\u015fd\u0259 v\u0259 \u015fahmatda, texnologiyan\u0131n t\u0259tbiqi yeni perspektivl\u0259r a\u00e7\u0131r. G\u0259nc idman\u00e7\u0131lar\u0131n yeti\u015fdirilm\u0259si sistemind\u0259 d\u0259 m\u0259lumat \u0259sasl\u0131 yana\u015fmalar\u0131n t\u0259dric\u0259n t\u0259tbiqi, onlar\u0131n karyeralar\u0131n\u0131n daha effektiv idar\u0259 edilm\u0259sin\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, idman analitikas\u0131 Az\u0259rbaycan \u00fc\u00e7\u00fcn yaln\u0131z texnoloji bir yenilik deyil, h\u0259m d\u0259 idman\u0131n inki\u015faf\u0131 \u00fc\u00e7\u00fcn strateji bir imkand\u0131r. Onun d\u00fczg\u00fcn t\u0259tbiqi idman\u00e7\u0131lar\u0131n performans\u0131n\u0131 art\u0131ra, klublar\u0131n r\u0259qab\u0259t qabiliyy\u0259tini g\u00fccl\u0259ndir\u0259 v\u0259 \u00f6lk\u0259nin idman nailiyy\u0259tl\u0259rin\u0259 d\u0259y\u0259r qata bil\u0259r. \u018fsas m\u0259qs\u0259d, r\u0259q\u0259msal g\u0259l\u0259c\u0259yin imkanlar\u0131ndan istifad\u0259 ed\u0259r\u0259k, idman\u0131n \u00f6z\u00fcn\u00fcn insani v\u0259 h\u0259y\u0259canverici mahiyy\u0259tini qorumaq v\u0259 inki\u015faf etdirm\u0259kdir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131 Az\u0259rbaycanda \u0130dman Analitikas\u0131 – Metrikalar, Modell\u0259r v\u0259 Texnologiya \u0130dman d\u00fcnyas\u0131, x\u00fcsusil\u0259 d\u0259 Az\u0259rbaycanda futbol, g\u00fcl\u0259\u015f v\u0259 \u015fahmat kimi \u0259n\u0259n\u0259vi olaraq g\u00fccl\u00fc oldu\u011fumuz sah\u0259l\u0259r, k\u00f6kl\u00fc bir transformasiya ya\u015fay\u0131r. Art\u0131q m\u0259\u015fq\u00e7il\u0259rin q\u0259rar\u0131 v\u0259 tama\u015fa\u00e7\u0131lar\u0131n intuisiya t\u0259hlili t\u0259k ba\u015f\u0131na kifay\u0259t etmir. M\u00fcasir idman idar\u0259\u00e7iliyi, m\u0259\u015fq prosesi v\u0259 h\u0259tta oyun strategiyalar\u0131 b\u00f6y\u00fck m\u0259lumatlar […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-38515","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/comments?post=38515"}],"version-history":[{"count":1,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38515\/revisions"}],"predecessor-version":[{"id":38516,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38515\/revisions\/38516"}],"wp:attachment":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/media?parent=38515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/categories?post=38515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/tags?post=38515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}