{"id":46905,"date":"2026-03-07T09:11:56","date_gmt":"2026-03-07T09:11:56","guid":{"rendered":"https:\/\/school.alphaserver.in\/?p=46905"},"modified":"2026-03-06T18:51:21","modified_gmt":"2026-03-06T18:51:21","slug":"idman-analitikasi-nec-dyisir-ai-v-mlumatlarin-rolu","status":"publish","type":"post","link":"https:\/\/school.alphaserver.in\/?p=46905","title":{"rendered":"Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – AI v\u0259 m\u0259lumatlar\u0131n rolu"},"content":{"rendered":"Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – AI v\u0259 m\u0259lumatlar\u0131n rolu<\/title><\/p>\n<h1>Az\u0259rbaycanda idman analitikas\u0131n\u0131n inki\u015faf\u0131 – AI modell\u0259ri v\u0259 metrikalar<\/h1>\n<p>Idman t\u0259hlili son onillikd\u0259 sad\u0259 statistikadan m\u00fcr\u0259kk\u0259b proqnozla\u015fd\u0131rma sistemin\u0259 \u00e7evrilib. Az\u0259rbaycanda bu, yaln\u0131z futbol v\u0259 g\u00fcl\u0259\u015f k\u0259nar\u0131na \u00e7\u0131xm\u0131r, b\u00fct\u00fcn idman n\u00f6vl\u0259rin\u0259 t\u0259sir g\u00f6st\u0259rir. M\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 emal\u0131 \u00fcsullar\u0131 k\u00f6k\u00fcnd\u0259n d\u0259yi\u015fir, bu da menecerl\u0259rin q\u0259rarlar\u0131n\u0131, m\u0259\u015fq\u00e7il\u0259rin haz\u0131rl\u0131q planlar\u0131n\u0131 v\u0259 h\u0259tta t\u0259dbirl\u0259rin t\u0259\u015fkilini formala\u015fd\u0131r\u0131r. Bu d\u0259yi\u015fiklikl\u0259ri ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn, m\u0259s\u0259l\u0259n, <a href=\"https:\/\/mostbet-qeydiyyat.net\/\">https:\/\/mostbet-qeydiyyat.net\/<\/a> kimi platformalar\u0131n arxas\u0131nda duran texnologiyalar\u0131 deyil, \u00fcmumi prinsipl\u0259ri v\u0259 tendensiyalar\u0131 ara\u015fd\u0131rmaq laz\u0131md\u0131r. Bu m\u0259qal\u0259 idman analitikas\u0131n\u0131n nec\u0259 i\u015fl\u0259diyini, hans\u0131 metrikalardan istifad\u0259 etdiyini v\u0259 Az\u0259rbaycan kontekstind\u0259 qar\u015f\u0131la\u015fd\u0131\u011f\u0131 m\u0259hdudiyy\u0259tl\u0259ri add\u0131m-add\u0131m izah ed\u0259c\u0259k.<\/p>\n<h2>Analitikan\u0131n \u0259sas pill\u0259l\u0259ri – m\u0259lumat ax\u0131n\u0131<\/h2>\n<p>M\u00fcasir idman analitikas\u0131 \u00fc\u00e7 m\u0259rh\u0259l\u0259d\u0259n ibar\u0259tdir: m\u0259lumatlar\u0131n y\u0131\u011f\u0131lmas\u0131, t\u0259hlili v\u0259 t\u0259tbiqi. Bir ne\u00e7\u0259 il \u0259vv\u0259l Az\u0259rbaycan klublar\u0131 \u0259sas\u0259n \u0259l il\u0259 qeyd olunan statistikaya arxalan\u0131rd\u0131sa, indi sensorlar, video analitika v\u0259 peyk m\u0259lumatlar\u0131 \u0259sas m\u0259nb\u0259y\u0259 \u00e7evrilib. Bu prosesi ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 add\u0131mlar\u0131 n\u0259z\u0259rd\u0259n ke\u00e7irin.<\/p>\n<h3>M\u0259lumat y\u0131\u011f\u0131m\u0131n\u0131n m\u00fcasir \u00fcsullar\u0131<\/h3>\n<p>\u0130lk add\u0131m d\u0259qiq m\u0259lumat \u0259ld\u0259 etm\u0259kdir. Bu, art\u0131q yaln\u0131z topa n\u0259zar\u0259t v\u0259 vuru\u015f say\u0131 deyil. \u0130dman\u00e7\u0131lar\u0131n h\u0259r\u0259k\u0259t trayektoriyalar\u0131, fizioloji g\u00f6st\u0259ricil\u0259ri v\u0259 h\u0259tta komanda qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259si r\u0259q\u0259ml\u0259r\u0259 \u00e7evrilir. Az\u0259rbaycanda bu texnologiyalar t\u0259dric\u0259n t\u0259tbiq olunur, lakin beyn\u0259lxalq t\u0259cr\u00fcb\u0259 il\u0259 m\u00fcqayis\u0259d\u0259 h\u0259l\u0259 inki\u015faf m\u0259rh\u0259l\u0259sind\u0259dir.<\/p>\n<ul>\n<li>GPS v\u0259 akselerometr sensorlar\u0131: Oyun\u00e7ular\u0131n m\u0259saf\u0259 q\u0259t etm\u0259 s\u00fcr\u0259ti, s\u00fcr\u0259tl\u0259nm\u0259si v\u0259 yor\u011funluq s\u0259viyy\u0259si haqq\u0131nda m\u0259lumat verir.<\/li>\n<li>Komputer g\u00f6rm\u0259 texnologiyalar\u0131: Bird\u0259n \u00e7ox kamera il\u0259 oyun sah\u0259sini izl\u0259y\u0259r\u0259k avtomatik olaraq hadis\u0259l\u0259ri qeyd edir v\u0259 t\u0259snif edir.<\/li>\n<li>Geym\u0259bl texnologiyalar\u0131: \u0130dman\u00e7\u0131lar\u0131n geyimind\u0259 qura\u015fd\u0131r\u0131lan sensorlar \u00fcr\u0259k d\u0259r\u0259c\u0259si, t\u0259n\u0259ff\u00fcs v\u0259 \u0259z\u0259l\u0259 f\u0259aliyy\u0259tini \u00f6l\u00e7\u00fcr.<\/li>\n<li>M\u0259i\u015f\u0259t IoT cihazlar\u0131: M\u0259\u015fq zaman\u0131 istifad\u0259 olunan a\u011f\u0131ll\u0131 saatlar v\u0259 fitnes breysletl\u0259ri ilkin m\u0259lumat m\u0259nb\u0259yi kimi \u00e7\u0131x\u0131\u015f ed\u0259 bil\u0259r.<\/li>\n<li>Sosial media v\u0259 ictimai r\u0259y m\u0259lumatlar\u0131: Azarke\u015fl\u0259rin reaksiyas\u0131 v\u0259 ictimai sentiment kimi “yum\u015faq” amill\u0259rin k\u0259miyy\u0259t t\u0259hlili.<\/li>\n<li>Meteoroloji m\u0259lumatlar\u0131n inteqrasiyas\u0131: A\u00e7\u0131q stadionlarda ke\u00e7iril\u0259n yar\u0131\u015flar \u00fc\u00e7\u00fcn hava \u015f\u0259raiti proqnozlar\u0131n\u0131n t\u0259hlil\u0259 daxil edilm\u0259si.<\/li>\n<\/ul>\n<h2>AI modell\u0259ri hans\u0131 probleml\u0259ri h\u0259ll edir<\/h2>\n<p>S\u00fcni intellekt sad\u0259c\u0259 m\u0259lumatlar\u0131 \u00e7oxaldan al\u0259t deyil, onlar\u0131 \u015f\u0259rh ed\u0259n v\u0259 g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131ran sistemdir. Az\u0259rbaycan idman\u0131nda AI-n\u0131n \u0259sas t\u0259tbiq istiqam\u0259tl\u0259ri a\u015fa\u011f\u0131dak\u0131 kimi qrupla\u015fd\u0131r\u0131la bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Problem Sah\u0259si<\/th>\n<th>AI Modeli N\u00f6v\u00fc<\/th>\n<th>Az\u0259rbaycanda T\u0259tbiq N\u00fcmun\u0259si<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Z\u0259d\u0259l\u0259rin proqnozla\u015fd\u0131r\u0131lmas\u0131<\/td>\n<td>Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 (alqoritml\u0259r)<\/td>\n<td>G\u0259nc futbol\u00e7ular\u0131n y\u00fckl\u0259nm\u0259 m\u0259lumatlar\u0131 \u0259sas\u0131nda risk qiym\u0259tl\u0259ndirm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Oyun taktikas\u0131n\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131<\/td>\n<td>Neuron \u015f\u0259b\u0259k\u0259l\u0259ri<\/td>\n<td>R\u0259qib komandan\u0131n video analizi \u0259sas\u0131nda z\u0259if n\u00f6qt\u0259l\u0259rin m\u00fc\u0259yy\u0259n edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>G\u0259nc istedadlar\u0131n a\u015fkarlanmas\u0131<\/td>\n<td>Klasterl\u0259\u015fdirm\u0259 v\u0259 t\u0259snifat<\/td>\n<td>Regional yar\u0131\u015flarda g\u0259ncl\u0259rin performans g\u00f6st\u0259ricil\u0259rinin m\u00fcqayis\u0259li t\u0259hlili<\/td>\n<\/tr>\n<tr>\n<td>Komanda kimiyas\u0131n\u0131n qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<td>T\u0259bii dilin emal\u0131 (NLP)<\/td>\n<td>Oyun\u00e7u m\u00fcsahib\u0259l\u0259ri v\u0259 sosial media \u00e7\u0131x\u0131\u015flar\u0131n\u0131n emosional analizi<\/td>\n<\/tr>\n<tr>\n<td>Maliyy\u0259 resurslar\u0131n\u0131n idar\u0259 edilm\u0259si<\/td>\n<td>Reqressiya analizi<\/td>\n<td>Klubun g\u0259l\u0259c\u0259k u\u011furu \u00fc\u00e7\u00fcn \u0259n s\u0259m\u0259r\u0259li transfer strategiyas\u0131n\u0131n modell\u0259\u015fdirilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Azarke\u015f t\u0259cr\u00fcb\u0259sinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131<\/td>\n<td>T\u0259klif sisteml\u0259ri<\/td>\n<td>Stadionda v\u0259 onlayn yay\u0131m zaman\u0131 f\u0259rdil\u0259\u015fdirilmi\u015f kontentin t\u0259qdim edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Hakim q\u0259rarlar\u0131n\u0131n d\u0259st\u0259kl\u0259nm\u0259si<\/td>\n<td>Komputer g\u00f6rm\u0259<\/td>\n<td>Video k\u00f6m\u0259k\u00e7i hakim (VAR) sisteml\u0259rind\u0259 avtomatik oyun hadis\u0259l\u0259rinin t\u0259snifat\u0131<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u018fn vacib metrikalar v\u0259 onlar\u0131n m\u0259nas\u0131<\/h2>\n<p>H\u0259r bir idman n\u00f6v\u00fc \u00fc\u00e7\u00fcn \u0259n\u0259n\u0259vi g\u00f6st\u0259ricil\u0259r var, lakin AI il\u0259 birlikd\u0259 “t\u00f6r\u0259m\u0259 metrikalar” yaran\u0131r. Bunlar bir ne\u00e7\u0259 sad\u0259 statistikadan hesablanan v\u0259 daha d\u0259rin m\u0259na da\u015f\u0131yan g\u00f6st\u0259ricil\u0259rdir. Az\u0259rbaycan idman\u0131nda bu metrikalar\u0131n d\u00fczg\u00fcn ba\u015fa d\u00fc\u015f\u00fclm\u0259si m\u0259\u015fq prosesinin s\u0259m\u0259r\u0259liliyini art\u0131ra bil\u0259r.<\/p>\n<ul>\n<li>G\u00f6zl\u0259nil\u0259n qol (xG): Futbolda, yaranan f\u00fcrs\u0259tin keyfiyy\u0259tini v\u0259 oyun\u00e7unun vuru\u015f bacar\u0131\u011f\u0131n\u0131 qiym\u0259tl\u0259ndir\u0259n \u0259sas g\u00f6st\u0259rici.<\/li>\n<li>T\u0259zyiq intensivliyi: Komandan\u0131n oyun zaman\u0131 r\u0259qib\u0259 n\u0259 q\u0259d\u0259r y\u00fcks\u0259k t\u0259zyiq g\u00f6st\u0259rdiyini \u00f6l\u00e7\u0259n metrik, m\u0259\u015fq y\u00fck\u00fcn\u00fcn planla\u015fd\u0131r\u0131lmas\u0131nda \u0259h\u0259miyy\u0259tlidir.<\/li>\n<li>Pass z\u0259nciri d\u0259y\u0259ri: H\u0259r bir \u00f6t\u00fcrm\u0259nin qol vurma ehtimal\u0131na n\u0259 q\u0259d\u0259r t\u00f6hf\u0259 verdiyini hesablayan model.<\/li>\n<li>\u0130dman\u00e7\u0131n\u0131n d\u0259y\u0259r bazar\u0131: G\u0259nc istedadlar\u0131n g\u0259l\u0259c\u0259k potensial\u0131n\u0131 v\u0259 bazar d\u0259y\u0259rini proqnozla\u015fd\u0131ran AI modell\u0259ri.<\/li>\n<li>Yor\u011funluq indeksi: Sensor m\u0259lumatlar\u0131 \u0259sas\u0131nda hesablanan v\u0259 oyun\u00e7unun performans\u0131n\u0131n a\u015fa\u011f\u0131 d\u00fc\u015fm\u0259 riskini g\u00f6st\u0259r\u0259n g\u00f6st\u0259rici.<\/li>\n<li>Taktici uy\u011funluq: Komandan\u0131n planla\u015fd\u0131r\u0131lm\u0131\u015f taktikan\u0131 meydanda n\u0259 d\u0259r\u0259c\u0259d\u0259 h\u0259yata ke\u00e7irdiyini \u00f6l\u00e7\u0259n video analiz metrikas\u0131.<\/li>\n<li>Psixoloji davaml\u0131l\u0131q: Oyun zaman\u0131 q\u0259rar q\u0259bulu s\u00fcr\u0259ti v\u0259 s\u0259hvl\u0259rd\u0259n sonra b\u0259rpa olunma m\u00fcdd\u0259ti kimi psixometrik g\u00f6st\u0259ricil\u0259r.<\/li>\n<\/ul>\n<h2>Az\u0259rbaycan kontekstind\u0259 texnoloji v\u0259 t\u0259\u015fkilati m\u0259hdudiyy\u0259tl\u0259r<\/h2>\n<p>Beyn\u0259lxalq t\u0259cr\u00fcb\u0259ni t\u0259tbiq etm\u0259k ist\u0259y\u0259n Az\u0259rbaycan idman qurumlar\u0131 bir s\u0131ra \u00e7\u0259tinlikl\u0259rl\u0259 \u00fczl\u0259\u015fir. Bu m\u0259hdudiyy\u0259tl\u0259ri tan\u0131maq v\u0259 onlar\u0131 aradan qald\u0131rmaq \u00fc\u00e7\u00fcn add\u0131mlar atmaq, analitikan\u0131n s\u0259m\u0259r\u0259li t\u0259tbiqi \u00fc\u00e7\u00fcn \u015f\u0259rtdir.<\/p>\n<p>\u0130lk m\u0259hdudiyy\u0259t m\u0259lumatlar\u0131n keyfiyy\u0259ti v\u0259 miqdar\u0131 il\u0259 ba\u011fl\u0131d\u0131r. AI modell\u0259ri b\u00f6y\u00fck h\u0259cmd\u0259 tarixi m\u0259lumatlarla \u00f6yr\u0259dilir. Az\u0259rbaycan liqalar\u0131 \u00fc\u00e7\u00fcn bel\u0259 m\u0259lumat bazalar\u0131 h\u0259l\u0259 tam formala\u015fmay\u0131b. \u0130kincisi, m\u00fct\u0259x\u0259ssis \u00e7at\u0131\u015fmazl\u0131\u011f\u0131 var. H\u0259m idman, h\u0259m d\u0259 data elml\u0259ri sah\u0259sind\u0259 bilikli kadrlar\u0131n say\u0131 m\u0259hduddur. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, infrastruktur x\u0259rcl\u0259ri. Sensorlar, serverl\u0259r v\u0259 proqram t\u0259minat\u0131na investisiya t\u0259l\u0259b olunur ki, bu da ki\u00e7ik klublar \u00fc\u00e7\u00fcn \u00e7\u0259tin ola bil\u0259r.<\/p>\n<h3>M\u0259lumat m\u0259d\u0259niyy\u0259ti v\u0259 q\u0259bulu mane\u0259l\u0259ri<\/h3>\n<p>Texnologiyadan daha \u00e7\u0259tin olan, insan amilidir. K\u00f6hn\u0259lmi\u015f d\u00fc\u015f\u00fcnc\u0259 t\u0259rzl\u0259ri, yeni metrikalara inams\u0131zlq v\u0259 q\u0259rarlar\u0131n \u0259n\u0259n\u0259vi \u00fcsullarla q\u0259bul edilm\u0259si d\u0259yi\u015fikliy\u0259 mane ola bil\u0259r. M\u0259\u015fq\u00e7il\u0259r v\u0259 idar\u0259\u00e7il\u0259r \u00fc\u00e7\u00fcn m\u0259lumatlar\u0131 nec\u0259 \u015f\u0259rh etm\u0259yi v\u0259 praktikada t\u0259tbiq etm\u0259yi \u00f6yr\u0259nm\u0259k vacibdir. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<ol>\n<li>M\u0259lumatlar\u0131n \u015f\u0259ffafl\u0131\u011f\u0131: Toplanan m\u0259lumatlar\u0131n idman\u00e7\u0131lar v\u0259 onlar\u0131n agentl\u0259ri il\u0259 nec\u0259 b\u00f6l\u00fc\u015fd\u00fcr\u00fcl\u0259c\u0259yi qanuni v\u0259 etik sual do\u011furur.<\/li>\n<li>Yerli iqlim v\u0259 \u015f\u0259rait: Az\u0259rbaycan\u0131n iqlimi v\u0259 m\u00fcxt\u0259lif meydan\u00e7alar\u0131n keyfiyy\u0259ti kimi amill\u0259r \u00fcmumi modell\u0259r\u0259 daxil edilm\u0259li, lakin bu \u00e7ox vaxt n\u0259z\u0259r\u0259 al\u0131nm\u0131r.<\/li>\n<li>Dil bariyeri: \u018fks\u0259r analitik proqramlar v\u0259 elmi m\u0259qal\u0259l\u0259r ingilis dilind\u0259dir, bu da bilik ax\u0131n\u0131n\u0131n s\u00fcr\u0259tini azald\u0131r.<\/li>\n<li>G\u0259ncl\u0259rd\u0259 m\u0259lumat savadl\u0131l\u0131\u011f\u0131: \u0130dman m\u0259kt\u0259bl\u0259rind\u0259 g\u0259nc idman\u00e7\u0131lara statistik v\u0259 \u0259sas analitika anlay\u0131\u015flar\u0131n\u0131n \u00f6yr\u0259dilm\u0259si z\u0259rur\u0259ti.<\/li>\n<li>Uzunm\u00fcdd\u0259tli strategiyan\u0131n olmamas\u0131: Analitika layih\u0259l\u0259ri tez-tez q\u0131sam\u00fcdd\u0259tli n\u0259tic\u0259l\u0259r g\u00f6zl\u0259y\u0259n ayr\u0131-ayr\u0131 t\u0259\u015f\u0259bb\u00fcsl\u0259r kimi qal\u0131r, sistemli yana\u015fma yoxdur.<\/li>\n<li>Maliyy\u0259 modeli: Ki\u00e7ik b\u00fcdc\u0259li klublar \u00fc\u00e7\u00fcn bahal\u0131 analitik h\u0259ll\u0259ri \u00f6d\u0259m\u0259k \u00e7\u0259tindir, bu da liqada b\u0259rab\u0259rsizliyi art\u0131ra bil\u0259r.<\/li>\n<\/ol>\n<h2>Analitikan\u0131n g\u0259l\u0259c\u0259k istiqam\u0259tl\u0259ri – real vaxt t\u0259hlili v\u0259 f\u0259rdil\u0259\u015fdirm\u0259<\/h2>\n<p>Texnologiya inki\u015faf etdikc\u0259, idman analitikas\u0131 da daha d\u0259rin v\u0259 d\u0259rhal t\u0259tbiq oluna bil\u0259n bilikl\u0259r\u0259 do\u011fru ir\u0259lil\u0259yir. Az\u0259rbaycan bu tendensiyalar\u0131 n\u0259z\u0259r\u0259 alaraq \u00f6z strategiyas\u0131n\u0131 formala\u015fd\u0131ra bil\u0259r.<\/p>\n<p>\u018fn \u0259h\u0259miyy\u0259tli tendens real-vaxt analitikas\u0131n\u0131n inki\u015faf\u0131d\u0131r. Oyun zaman\u0131 AI modell\u0259ri m\u0259lumatlar\u0131 d\u0259rhal i\u015fl\u0259y\u0259r\u0259k m\u0259\u015fq\u00e7iy\u0259 d\u0259yi\u015fiklikl\u0259r etm\u0259k \u00fc\u00e7\u00fcn t\u00f6vsiy\u0259l\u0259r ver\u0259 bil\u0259r. \u0130kinci b\u00f6y\u00fck istiqam\u0259t f\u0259rdil\u0259\u015fdirilmi\u015f m\u0259\u015fq proqramlar\u0131d\u0131r. H\u0259r bir idman\u00e7\u0131n\u0131n fizioloji v\u0259 texniki x\u00fcsusiyy\u0259tl\u0259rin\u0259 uy\u011fun haz\u0131rlanm\u0131\u015f planlar AI vasit\u0259sil\u0259 optimalla\u015fd\u0131r\u0131la bil\u0259r. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, s\u00fcni intellekt virtual v\u0259 art\u0131r\u0131lm\u0131\u015f reall\u0131q t\u0259lim simulyatorlar\u0131n\u0131n yarad\u0131lmas\u0131nda geni\u015f istifad\u0259 olunur.<\/p>\n<h3>Az\u0259rbaycan \u00fc\u00e7\u00fcn praktik add\u0131mlar<\/h3>\n<p>Bu texnologiyalar\u0131 u\u011furla t\u0259tbiq etm\u0259k \u00fc\u00e7\u00fcn ard\u0131c\u0131l yana\u015fma t\u0259l\u0259b olunur. A\u015fa\u011f\u0131dak\u0131 add\u0131mlar idman qurumlar\u0131na yol x\u0259rit\u0259si kimi xidm\u0259t ed\u0259 bil\u0259r. For a quick, neutral reference, see <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<ul>\n<li>M\u0259lumat standartlar\u0131n\u0131n m\u00fc\u0259yy\u0259n edilm\u0259si: B\u00fct\u00fcn liqa \u00fc\u00e7\u00fcn vahid m\u0259lumat toplama v\u0259 saxlam formatlar\u0131n\u0131n q\u0259bul edilm\u0259si.<\/li>\n<li>Yerli m\u00fct\u0259x\u0259ssisl\u0259rin haz\u0131rlanmas\u0131: \u0130dman v\u0259 data elml\u0259ri \u00fczr\u0259 birg\u0259 t\u0259lim proqramlar\u0131n\u0131n universitetl\u0259r v\u0259 idman federasiyalar\u0131 il\u0259 \u0259m\u0259kda\u015fl\u0131qda haz\u0131rlanmas\u0131.<\/li>\n<li>A\u00e7\u0131q m\u0259lumat platformalar\u0131n\u0131n yarad\u0131lmas\u0131: G\u0259ncl\u0259r liqalar\u0131 v\u0259 a\u015fa\u011f\u0131 divizionlar \u00fc\u00e7\u00fcn \u0259sas statistik m\u0259lumatlar\u0131n ictimai \u00e7atd\u0131r\u0131lmas\u0131.<\/li>\n<li>Pilot layih\u0259l\u0259rin h\u0259yata ke\u00e7irilm\u0259si: Bir v\u0259 ya iki prioritetli idman n\u00f6v\u00fcnd\u0259 (m\u0259s\u0259l\u0259n, g\u00fcl\u0259\u015f v\u0259 ya futbol) tam miqyasl\u0131 analitika sisteminin yoxlan\u0131lmas\u0131.<\/li>\n<li>Beyn\u0259lxalq t\u0259cr\u00fcb\u0259nin adaptasiyas\u0131: Xarici modell\u0259rin yerli iqlim, m\u0259d\u0259niyy\u0259t v\u0259 idman\u00e7\u0131 mentaliteti n\u0259z\u0259r\u0259 al\u0131nmaqla u<\/li>\n<\/ul>\n<p>Bu add\u0131mlar\u0131n ard\u0131c\u0131l t\u0259tbiqi, Az\u0259rbaycan idman\u0131n\u0131n r\u0259q\u0259msal transformasiyas\u0131 \u00fc\u00e7\u00fcn m\u00f6hk\u0259m bir t\u0259m\u0259l quracaq. Texnologiyan\u0131n idman performans\u0131na inteqrasiyas\u0131 sad\u0259c\u0259 bir al\u0259t deyil, idman\u00e7\u0131lar\u0131n potensial\u0131n\u0131 tam a\u00e7maq \u00fc\u00e7\u00fcn sistemli bir yana\u015fmad\u0131r.<\/p>\n<p>G\u0259l\u0259c\u0259kd\u0259, idman elmi v\u0259 m\u0259lumat analitikas\u0131 aras\u0131ndak\u0131 s\u0259rh\u0259dl\u0259r daha da aradan qalxacaq. Bu proses, Az\u0259rbaycan\u0131n idman strategiyas\u0131n\u0131n ayr\u0131lmaz hiss\u0259sin\u0259 \u00e7evrilm\u0259li v\u0259 g\u0259nc idman\u00e7\u0131lar\u0131n haz\u0131rlanmas\u0131ndan y\u00fcks\u0259k s\u0259viyy\u0259li yar\u0131\u015flara q\u0259d\u0259r b\u00fct\u00fcn m\u0259rh\u0259l\u0259l\u0259ri \u0259hat\u0259 etm\u0259lidir.<\/p>\n<p>N\u0259tic\u0259d\u0259, idman analitikas\u0131 q\u0259rar q\u0259bul etm\u0259 prosesini d\u0259qiql\u0259\u015fdir\u0259r\u0259k, idman\u0131n inki\u015faf\u0131na yeni bir impuls ver\u0259 bil\u0259r. Bu yana\u015fma, Az\u0259rbaycan idman\u0131n\u0131n beyn\u0259lxalq arenada davaml\u0131 u\u011furlar \u0259ld\u0259 etm\u0259si \u00fc\u00e7\u00fcn vacib bir amil olaraq qalacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman analitikas\u0131 nec\u0259 d\u0259yi\u015fir – AI v\u0259 m\u0259lumatlar\u0131n rolu Az\u0259rbaycanda idman analitikas\u0131n\u0131n inki\u015faf\u0131 – AI modell\u0259ri v\u0259 metrikalar Idman t\u0259hlili son onillikd\u0259 sad\u0259 statistikadan m\u00fcr\u0259kk\u0259b proqnozla\u015fd\u0131rma sistemin\u0259 \u00e7evrilib. Az\u0259rbaycanda bu, yaln\u0131z futbol v\u0259 g\u00fcl\u0259\u015f k\u0259nar\u0131na \u00e7\u0131xm\u0131r, b\u00fct\u00fcn idman n\u00f6vl\u0259rin\u0259 t\u0259sir g\u00f6st\u0259rir. M\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 emal\u0131 \u00fcsullar\u0131 k\u00f6k\u00fcnd\u0259n d\u0259yi\u015fir, bu da menecerl\u0259rin q\u0259rarlar\u0131n\u0131, m\u0259\u015fq\u00e7il\u0259rin haz\u0131rl\u0131q planlar\u0131n\u0131 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/posts\/46905"}],"collection":[{"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=46905"}],"version-history":[{"count":1,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/posts\/46905\/revisions"}],"predecessor-version":[{"id":46906,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=\/wp\/v2\/posts\/46905\/revisions\/46906"}],"wp:attachment":[{"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=46905"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=46905"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/school.alphaserver.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=46905"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}