{"id":49331,"date":"2026-03-05T06:12:23","date_gmt":"2026-03-05T09:12:23","guid":{"rendered":"https:\/\/www.restaurantecedrus.com.br\/?p=49331"},"modified":"2026-03-06T15:41:02","modified_gmt":"2026-03-06T18:41:02","slug":"idman-analitikasinda-ai-v-mlumatlarin-rolu","status":"publish","type":"post","link":"https:\/\/www.restaurantecedrus.com.br\/?p=49331","title":{"rendered":"Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n rolu"},"content":{"rendered":"Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n rolu<\/title><\/p>\n<h1>Az\u0259rbaycanda idman analitikas\u0131 – AI v\u0259 veril\u0259nl\u0259rl\u0259 d\u0259yi\u015f\u0259n qaydalar<\/h1>\n<p>Salam! \u0130dman al\u0259mi s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir v\u0259 bu d\u0259yi\u015fikliyin m\u0259rk\u0259zind\u0259 m\u0259lumatlar v\u0259 s\u00fcni intellekt dayan\u0131r. Az\u0259rbaycanda da futbol, g\u00fcl\u0259\u015f, \u015fahmat kimi \u0259n sevimli idman n\u00f6vl\u0259rimiz art\u0131q k\u00f6hn\u0259 \u00fcsullardan k\u0259nara \u00e7\u0131x\u0131r. Analitika anlay\u0131\u015f\u0131 t\u0259kc\u0259 komanda menecerl\u0259ri \u00fc\u00e7\u00fcn deyil, h\u0259r bir azarke\u015f \u00fc\u00e7\u00fcn d\u0259 maraq do\u011furur. Bu yaz\u0131da, m\u0259lumatlar\u0131n v\u0259 AI-n\u0131n idman t\u0259hlilin\u0259 nec\u0259 t\u0259sir etdiyini, hans\u0131 metrikalar\u0131n istifad\u0259 olundu\u011funu v\u0259 bunun Az\u0259rbaycan kontekstind\u0259 m\u0259nas\u0131n\u0131 ara\u015fd\u0131raca\u011f\u0131q. M\u0259s\u0259l\u0259n, m\u00fcasir analitika platformalar\u0131, m\u0259s\u0259l\u0259n, <a href=\"https:\/\/betandreas-yukle.net\/\">https:\/\/betandreas-yukle.net\/<\/a> kimi resurslar \u00fc\u00e7\u00fcn d\u0259 \u0259sas t\u0259\u015fkil ed\u0259n bu texnologiyalar\u0131n arxas\u0131nda n\u0259 dayand\u0131\u011f\u0131n\u0131 ba\u015fa d\u00fc\u015fm\u0259k faydal\u0131 ola bil\u0259r. G\u0259lin, bu maraql\u0131 d\u00fcnyan\u0131 birlikd\u0259 k\u0259\u015ff ed\u0259k.<\/p>\n<h2>\u0130dman analitikas\u0131 n\u0259dir v\u0259 niy\u0259 \u00f6n\u0259mli oldu<\/h2>\n<p>\u0130dman analitikas\u0131, idman performans\u0131n\u0131 v\u0259 n\u0259tic\u0259l\u0259rini ba\u015fa d\u00fc\u015fm\u0259k, proqnozla\u015fd\u0131rmaq v\u0259 yax\u015f\u0131la\u015fd\u0131rmaq \u00fc\u00e7\u00fcn m\u0259lumatlar\u0131n, statistik metodlar\u0131n v\u0259 komp\u00fcter texnologiyalar\u0131n\u0131n t\u0259tbiqidir. Ke\u00e7mi\u015fd\u0259 bu, \u0259sas\u0259n \u0259l il\u0259 qeyd olunan statistikalar v\u0259 m\u0259\u015fq\u00e7il\u0259rin daxili hissl\u0259ri il\u0259 m\u0259hdudla\u015f\u0131rd\u0131. Amma indi h\u0259r \u015fey d\u0259yi\u015fib. Az\u0259rbaycanda da idman qurumlar\u0131 v\u0259 klublar art\u0131q q\u0259rarlar\u0131n\u0131 d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn m\u0259lumatlara arxalan\u0131r. Bu, t\u0259kc\u0259 pe\u015f\u0259kar s\u0259viyy\u0259d\u0259 deyil, h\u0259m d\u0259 g\u0259nc istedadlar\u0131n a\u015fkar edilm\u0259si v\u0259 inki\u015faf\u0131 \u00fc\u00e7\u00fcn b\u00f6y\u00fck imkanlar a\u00e7\u0131r.<\/p>\n<h3>Az\u0259rbaycan idman\u0131nda analitikan\u0131n tarixi inki\u015faf\u0131<\/h3>\n<p>Az\u0259rbaycan idman\u0131n\u0131n analitik yana\u015fmaya ke\u00e7idi t\u0259dric\u0259n ba\u015f verib. \u018fn\u0259n\u0259vi g\u00fcc\u00fcm\u00fcz olan g\u00fcl\u0259\u015fd\u0259 bel\u0259, texniki h\u0259r\u0259k\u0259tl\u0259rin t\u0259hlili v\u0259 r\u0259qib t\u0259dqiqi \u00fc\u00e7\u00fcn video analiz \u0259sas vasit\u0259 idi. 2000-ci ill\u0259rin sonlar\u0131ndan etibar\u0259n, x\u00fcsusil\u0259 futbol klublar\u0131m\u0131z Avropa t\u0259cr\u00fcb\u0259sini \u00f6yr\u0259nm\u0259y\u0259 ba\u015flad\u0131qca, daha m\u00fcr\u0259kk\u0259b statistik m\u0259lumatlar toplanma\u011fa ba\u015flad\u0131. Milli Futbol Akademiyas\u0131 kimi qurumlar g\u0259nc oyun\u00e7ular\u0131n inki\u015faf\u0131n\u0131 izl\u0259m\u0259k \u00fc\u00e7\u00fcn m\u0259lumat bazalar\u0131ndan istifad\u0259 edir. Son on ild\u0259 is\u0259 sensor texnologiyalar\u0131 v\u0259 AI-n\u0131n yay\u0131lmas\u0131 il\u0259 bu proses s\u00fcr\u0259tl\u0259ndi.<\/p>\n<h2>M\u00fcasir analitikan\u0131n \u00fc\u00e7 \u0259sas dayana\u011f\u0131 – Metrikalar, Modell\u0259r v\u0259 AI<\/h2>\n<p>Bug\u00fcnk\u00fc idman analitikas\u0131 \u00fc\u00e7 \u0259sas s\u00fctun \u00fcz\u0259rind\u0259 qurulub: toplanan m\u0259lumatlar (metrikalar), bu m\u0259lumatlar\u0131 i\u015fl\u0259y\u0259n riyazi alqoritml\u0259r (modell\u0259r) v\u0259 h\u0259r \u015feyi bir s\u0259viyy\u0259y\u0259 qald\u0131ran s\u00fcni intellekt. G\u0259lin h\u0259r birin\u0259 yax\u0131ndan n\u0259z\u0259r salaq.<\/p>\n<h3>Hans\u0131 metrikalar \u0259n \u00e7ox istifad\u0259 olunur<\/h3>\n<p>M\u00fcasir idmanda h\u0259r \u015fey \u00f6l\u00e7\u00fcl\u00fcr. Ancaq b\u00fct\u00fcn m\u0259lumatlar eyni d\u0259y\u0259r\u0259 malik deyil. A\u015fa\u011f\u0131dak\u0131 c\u0259dv\u0259ld\u0259 Az\u0259rbaycan kontekstind\u0259 \u0259sas diqq\u0259t yetiril\u0259n b\u0259zi metrikalar\u0131 v\u0259 onlar\u0131n t\u0259tbiq sah\u0259l\u0259rini g\u00f6r\u0259 bil\u0259rsiniz.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0130dman N\u00f6v\u00fc<\/th>\n<th>\u018fsas Metrikalar<\/th>\n<th>M\u0259qs\u0259d v\u0259 T\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Futbol<\/td>\n<td>G\u00f6zl\u0259nil\u0259n qol (xG), T\u0259kmill\u0259\u015fdirilmi\u015f ke\u00e7ikl\u0259r, Pressinq intensivliyi<\/td>\n<td>H\u00fccum effektivliyini qiym\u0259tl\u0259ndirm\u0259k, oyun qurulu\u015funu optimalla\u015fd\u0131rmaq, r\u0259qib z\u0259iflikl\u0259rini m\u00fc\u0259yy\u0259n etm\u0259k.<\/td>\n<\/tr>\n<tr>\n<td>G\u00fcl\u0259\u015f (Az\u0259rbaycan g\u00fcl\u0259\u015fi \/ S\u0259rb\u0259st)<\/td>\n<td>H\u0259r\u0259k\u0259t tezliyi, M\u00fc\u0259yy\u0259n texnikalar\u0131n u\u011fur faizi, D\u00f6z\u00fcml\u00fcl\u00fck indeksl\u0259ri<\/td>\n<td>\u0130dman\u00e7\u0131n\u0131n f\u0259rdi texnikas\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259k, mat\u00e7 strategiyas\u0131n\u0131 planlamaq, yaralanma riskini proqnozla\u015fd\u0131rmaq.<\/td>\n<\/tr>\n<tr>\n<td>\u015eahmat<\/td>\n<td>Oyun pozisiyas\u0131n\u0131n komp\u00fcter qiym\u0259ti, Tipik s\u0259hvl\u0259rin t\u0259hlili, Vaxt idar\u0259etm\u0259si statistikas\u0131<\/td>\n<td>R\u0259qibin oyun \u00fcslubunu proqnozla\u015fd\u0131rmaq, a\u00e7\u0131l\u0131\u015f repertuar\u0131n\u0131 geni\u015fl\u0259ndirm\u0259k, psixoloji haz\u0131rl\u0131\u011f\u0131 art\u0131rmaq.<\/td>\n<\/tr>\n<tr>\n<td>Voleybol<\/td>\n<td>Xidm\u0259t effektivliyi, H\u00fccumun bloklanma faizi, M\u00fcdafi\u0259 \u00f6rt\u00fcy\u00fcn\u00fcn sah\u0259si<\/td>\n<td>Xidm\u0259t v\u0259 q\u0259bul strategiyas\u0131n\u0131 se\u00e7m\u0259k, r\u0259qibin \u0259sas z\u0259rb\u0259\u00e7il\u0259rini neytralla\u015fd\u0131rmaq.<\/td>\n<\/tr>\n<tr>\n<td>\u00dcmumi (B\u00fct\u00fcn idmanlar)<\/td>\n<td>Y\u00fckl\u0259nm\u0259 monitorinqi, Y\u00fcks\u0259k intensivlikl\u0259 qa\u00e7\u0131lan m\u0259saf\u0259, Yaralanma riski skoru<\/td>\n<td>\u0130dman\u00e7\u0131n\u0131n b\u0259rpas\u0131n\u0131 idar\u0259 etm\u0259k, y\u00fckl\u0259nm\u0259ni optimalla\u015fd\u0131rmaq, karyeras\u0131n\u0131 uzatmaq.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Proqnoz modell\u0259ri nec\u0259 i\u015fl\u0259yir<\/h3>\n<p>Metrikalar \u00f6zl\u00fcy\u00fcnd\u0259 \u00e7ox \u015fey demir. Onlar\u0131n m\u0259na k\u0259sb etm\u0259si \u00fc\u00e7\u00fcn modell\u0259r\u0259 ehtiyac var. Bu modell\u0259r, ke\u00e7mi\u015fd\u0259 ba\u015f ver\u0259n hadis\u0259l\u0259ri t\u0259hlil ed\u0259r\u0259k g\u0259l\u0259c\u0259kd\u0259 n\u0259 olaca\u011f\u0131n\u0131 proqnozla\u015fd\u0131rma\u011fa \u00e7al\u0131\u015fan riyazi d\u00fcsturlard\u0131r. Az\u0259rbaycan Premyer Liqas\u0131nda mat\u00e7 n\u0259tic\u0259sini proqnozla\u015fd\u0131ran sad\u0259 bir model bel\u0259 onlarla d\u0259yi\u015f\u0259ni n\u0259z\u0259r\u0259 ala bil\u0259r: komandan\u0131n evd\u0259\/ s\u0259f\u0259rd\u0259 formasi, \u0259sas oyun\u00e7ular\u0131n olub-olmamas\u0131, hava \u015f\u0259raiti, h\u0259tta iki komandan\u0131n tarixi r\u0259qab\u0259tinin psixoloji t\u0259siri. Bu modell\u0259r \u0259sas\u0259n reqressiya t\u0259hlili, ma\u015f\u0131n \u00f6yr\u0259nm\u0259si v\u0259 ehtimal n\u0259z\u0259riyy\u0259si kimi \u00fcsullardan istifad\u0259 edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/en.lekhaporabd.net\/wp-content\/uploads\/2023\/11\/andreas.png\" alt=\"https:\/\/betandreas-yukle.net\/\" loading=\"lazy\"><\/p>\n<h2>S\u00fcni intellekt idman t\u0259hlilin\u0259 n\u0259 g\u0259tirib<\/h2>\n<p>AI, analitikan\u0131 sad\u0259c\u0259 statistikadan \u00e7\u0131xar\u0131b proaktiv q\u0259rar d\u0259st\u0259k sistemin\u0259 \u00e7evirib. M\u0259s\u0259l\u0259n, AI alqoritml\u0259ri video yaz\u0131lardan avtomatik olaraq oyun\u00e7ular\u0131 tan\u0131y\u0131r, onlar\u0131n h\u0259r\u0259k\u0259tl\u0259rini izl\u0259yir v\u0259 m\u0259\u015fq\u00e7iy\u0259 “Bu oyun\u00e7u 70-ci d\u0259qiq\u0259d\u0259n sonra sa\u011f cinahda m\u00fcdafi\u0259 z\u0259ifliyi n\u00fcmayi\u015f etdirir” kimi konkret m\u0259sl\u0259h\u0259tl\u0259r verir. Az\u0259rbaycanda bu texnologiyalar\u0131n t\u0259tbiqi yeni olsa da, bir s\u0131ra apar\u0131c\u0131 klublar art\u0131q oyun t\u0259hlili \u00fc\u00e7\u00fcn AI-d\u0259n istifad\u0259 ed\u0259n beyn\u0259lxalq proqram h\u0259ll\u0259rini s\u0131naqdan ke\u00e7irir.<\/p>\n<ul>\n<li><strong>Video Avtomatik T\u0259hlili:<\/strong> \u018fll\u0259 video izl\u0259m\u0259k v\u0259 qeyd etm\u0259k saatlar al\u0131rd\u0131. \u0130ndi AI sisteml\u0259ri mat\u00e7\u0131 d\u0259rhal analiz edib, b\u00fct\u00fcn m\u00fch\u00fcm anlar\u0131 v\u0259 statistikalar\u0131 yarada bilir.<\/li>\n<li><strong>\u0130dman\u00e7\u0131 Sa\u011flaml\u0131\u011f\u0131 v\u0259 Performans\u0131n\u0131n Proqnozla\u015fd\u0131r\u0131lmas\u0131:<\/strong> Sensorlardan g\u0259l\u0259n m\u0259lumatlar\u0131 (\u00fcr\u0259k d\u0259r\u0259c\u0259si, yor\u011funluq s\u0259viyy\u0259si) t\u0259hlil ed\u0259n AI, yaralanma ehtimal\u0131n\u0131 g\u00fcnl\u0259r \u0259vv\u0259lc\u0259d\u0259n x\u0259b\u0259r ver\u0259 bil\u0259r. Bu, Az\u0259rbaycan kimi g\u0259nc istedadlara investisiya ed\u0259n \u00f6lk\u0259l\u0259r \u00fc\u00e7\u00fcn q\u0259na\u0259tcil c\u0259h\u0259td\u0259n d\u0259 b\u00f6y\u00fck \u0259h\u0259miyy\u0259t k\u0259sb edir.<\/li>\n<li><strong>R\u0259qib T\u0259hlili:<\/strong> AI, r\u0259qib komandan\u0131n ke\u00e7mi\u015f b\u00fct\u00fcn oyunlar\u0131n\u0131 saniy\u0259l\u0259r \u0259rzind\u0259 t\u0259hlil edib, onlar\u0131n \u0259n \u00e7ox istifad\u0259 etdiyi taktikalar\u0131, standart v\u0259ziyy\u0259tl\u0259rd\u0259ki h\u0259r\u0259k\u0259t qaydalar\u0131n\u0131 v\u0259 \u0259sas oyun\u00e7ular\u0131n f\u0259rdi al\u0131\u015fqanl\u0131qlar\u0131n\u0131 m\u00fc\u0259yy\u0259n ed\u0259 bil\u0259r.<\/li>\n<li><strong>Akademiya S\u0259viyy\u0259sind\u0259 \u0130stedad A\u015fkarlanmas\u0131:<\/strong> G\u0259nc oyun\u00e7ular\u0131n performans m\u0259lumatlar\u0131n\u0131 uzun m\u00fcdd\u0259t izl\u0259y\u0259n AI, hans\u0131lar\u0131n\u0131n daha y\u00fcks\u0259k potensiala malik oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r, bu da subyektiv qiym\u0259tl\u0259ndirm\u0259 riskini azald\u0131r.<\/li>\n<li><strong>Oyun Stratejiyas\u0131n\u0131n Optimalla\u015fd\u0131r\u0131lmas\u0131:<\/strong> AI, milyonlarla m\u00fcmk\u00fcn oyun ssenarisini simulyasiya edib, m\u00fc\u0259yy\u0259n bir r\u0259qib\u0259 qar\u015f\u0131 \u0259n y\u00fcks\u0259k u\u011fur \u015fans\u0131 ver\u0259n taktikan\u0131 t\u0259klif ed\u0259 bil\u0259r.<\/li>\n<\/ul>\n<h2>\u0130nki\u015faf\u0131n qar\u015f\u0131s\u0131nda duran mane\u0259l\u0259r v\u0259 m\u0259hdudiyy\u0259tl\u0259r<\/h2>\n<p>H\u0259r k\u0259skin texnologiya kimi, idman analitikas\u0131n\u0131n da \u00f6z m\u0259hdudiyy\u0259tl\u0259ri v\u0259 t\u0259tbiqind\u0259 \u00e7\u0259tinlikl\u0259r var. Az\u0259rbaycanda bu \u00e7\u0259tinlikl\u0259r bir q\u0259d\u0259r daha \u0259z\u0259lidir. For general context and terms, see <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>\n<h3>Texnoloji v\u0259 Maliyy\u0259 \u00c7\u0259tinlikl\u0259ri<\/h3>\n<p>Pe\u015f\u0259kar analitika sisteml\u0259ri bahal\u0131d\u0131r. X\u00fcsusi sensorlar, y\u00fcks\u0259k keyfiyy\u0259tli kameralar, g\u00fccl\u00fc serverl\u0259r v\u0259 bu sisteml\u0259ri idar\u0259 ed\u0259 bil\u0259n m\u00fct\u0259x\u0259ssisl\u0259r t\u0259l\u0259b olunur. B\u00f6y\u00fck b\u00fcdc\u0259li beyn\u0259lxalq klublarla m\u00fcqayis\u0259d\u0259, Az\u0259rbaycan klublar\u0131n\u0131n bir \u00e7oxu \u00fc\u00e7\u00fcn bu, \u0259h\u0259miyy\u0259tli bir investisiya t\u0259l\u0259b edir. H\u0259m\u00e7inin, yerli s\u0259viyy\u0259d\u0259 bu texnologiyalar\u0131 d\u0259st\u0259kl\u0259y\u0259 bil\u0259c\u0259k m\u00fct\u0259x\u0259ssisl\u0259rin say\u0131 h\u0259l\u0259 d\u0259 m\u0259hduddur. For a quick, neutral reference, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/betandreas-az.az\/templates\/bet\/images\/555.PNG\" alt=\"https:\/\/betandreas-yukle.net\/\" loading=\"lazy\"><\/p>\n<h3>M\u0259lumatlar\u0131n Keyfiyy\u0259ti v\u0259 “\u00c7irkin M\u0259lumatlar” Problemi<\/h3>\n<p>AI v\u0259 modell\u0259r yaln\u0131z onlara verdiyiniz m\u0259lumatlar q\u0259d\u0259r yax\u015f\u0131d\u0131r. \u018fg\u0259r toplanan m\u0259lumatlarda s\u0259hvl\u0259r varsa (m\u0259s\u0259l\u0259n, sensorun d\u00fczg\u00fcn qura\u015fd\u0131r\u0131lmamas\u0131), n\u0259tic\u0259d\u0259 \u00e7\u0131xan t\u0259hlil v\u0259 proqnozlar da yanl\u0131\u015f olacaq. Buna “\u00e7irkin m\u0259lumatlar, \u00e7irkin n\u0259tic\u0259l\u0259r” prinsipi deyilir. M\u0259lumatlar\u0131n t\u0259miz, ard\u0131c\u0131l v\u0259 etibarl\u0131 \u015f\u0259kild\u0259 toplanmas\u0131 b\u00f6y\u00fck bir texniki i\u015f t\u0259l\u0259b edir.<\/p>\n<h3>\u0130nsan Amili v\u0259 T\u0259cr\u00fcb\u0259nin Rolu<\/h3>\n<p>He\u00e7 bir AI, m\u0259\u015fq\u00e7inin ill\u0259rin t\u0259cr\u00fcb\u0259si il\u0259 qazand\u0131\u011f\u0131 daxili hissini v\u0259 komanda psixologiyas\u0131n\u0131 anlama\u011f\u0131 tam \u0259v\u0259z ed\u0259 bilm\u0259z. Analitika m\u0259sl\u0259h\u0259t verir, amma son q\u0259rar h\u0259mi\u015f\u0259 meydandak\u0131 insanlara – m\u0259\u015fq\u00e7iy\u0259 v\u0259 idman\u00e7\u0131ya aiddir. \u00c7ox g\u00fcv\u0259n analitikaya h\u0259ddind\u0259n art\u0131q as\u0131l\u0131l\u0131\u011fa g\u0259tirib \u00e7\u0131xara bil\u0259r v\u0259 idman\u0131n intuisiya v\u0259 q\u0259hr\u0259manl\u0131q elementl\u0259rini k\u00f6lg\u0259d\u0259 qoyma riski da\u015f\u0131y\u0131r.<\/p>\n<h3>Etik M\u0259s\u0259l\u0259l\u0259r v\u0259 M\u0259xfilik<\/h3>\n<p>\u0130dman\u00e7\u0131lar\u0131n h\u0259r\u0259k\u0259tl\u0259rinin v\u0259 h\u0259tta b\u0259d\u0259n funksiyalar\u0131n\u0131n daimi monitorinqi m\u0259xfilik narahatl\u0131qlar\u0131n\u0131 art\u0131r\u0131r. Bu m\u0259lumatlar kim\u0259 m\u0259xsusdur? \u0130dman\u00e7\u0131ya, kluba, yoxsa texnologiya t\u0259chizat\u00e7\u0131s\u0131na? Onlar nec\u0259 saxlan\u0131l\u0131r v\u0259 kiml\u0259rl\u0259 payla\u015f\u0131l\u0131r? Az\u0259rbaycanda bu sah\u0259d\u0259 ayd\u0131n qanuni \u00e7\u0259r\u00e7iv\u0259l\u0259rin formala\u015fmas\u0131 h\u0259l\u0259 davam edir.<\/p>\n<h2>Az\u0259rbaycan idman\u0131n\u0131n g\u0259l\u0259c\u0259yi – Analitika il\u0259 haraya gedirik<\/h2>\n<p>G\u0259l\u0259c\u0259k, \u0259n\u0259n\u0259vi idman m\u0259d\u0259niyy\u0259timizl\u0259 m\u00fcasir texnologiyalar\u0131n sintezind\u0259n do\u011facaq. Az\u0259rbaycan \u0130dman Nazirliyinin r\u0259q\u0259msalla\u015fma strategiyas\u0131 v\u0259 T\u0259hsil Nazirliyinin STEM t\u0259\u015fviqi bu istiqam\u0259td\u0259 \u00fcmidverici add\u0131mlard\u0131r. G\u0259nc m\u00fch\u0259ndisl\u0259rimiz v\u0259 proqram\u00e7\u0131lar\u0131m\u0131z yerli \u015f\u0259rait\u0259 uy\u011fun analitika h\u0259ll\u0259ri yarada bil\u0259rl\u0259r. M\u0259s\u0259l\u0259n, Az\u0259rbaycan g\u00fcl\u0259\u015fi \u00fc\u00e7\u00fcn x\u00fcsusi haz\u0131rlanm\u0131\u015f h\u0259r\u0259k\u0259t tan\u0131ma alqoritml\u0259ri v\u0259 ya \u015fahmat \u00fczr\u0259 Az\u0259rbaycan dilind\u0259 i\u015fl\u0259y\u0259n proqnoz platformalar\u0131 inki\u015faf etdirm\u0259k real perspektivdir.<\/p>\n<ul>\n<li><strong>Yerli \u0130xtisaslar\u0131n Artmas\u0131:<\/strong> Universitetl\u0259rimizd\u0259 idman texnologiyalar\u0131 v\u0259 idman analitikas\u0131 \u00fczr\u0259 ixtisasla\u015fma proqramlar\u0131n\u0131n a\u00e7\u0131lmas\u0131 g\u00f6zl\u0259nilir.<\/li>\n<\/ul>\n<p>Bu sah\u0259d\u0259 t\u0259hsil alan m\u00fct\u0259x\u0259ssisl\u0259r klublar, federasiyalar v\u0259 texnologiya \u015firk\u0259tl\u0259ri \u00fc\u00e7\u00fcn qiym\u0259tli kadrlar olacaqlar. Onlar h\u0259m texniki bilikl\u0259r\u0259, h\u0259m d\u0259 idman\u0131n spesifikas\u0131na yiy\u0259l\u0259nmi\u015f olacaqlar.<\/p>\n<h3>\u0130dman\u0131n Demokratikl\u0259\u015fm\u0259si<\/h3>\n<p>Pe\u015f\u0259kar s\u0259viyy\u0259d\u0259 istifad\u0259 edil\u0259n analitika vasit\u0259l\u0259ri t\u0259dric\u0259n geni\u015f ictimaiyy\u0259t \u00fc\u00e7\u00fcn daha \u0259l\u00e7atan olma\u011fa ba\u015flay\u0131r. M\u0259\u015fq proqramlar\u0131, performans izl\u0259m\u0259 v\u0259 \u0259sasl\u0131 m\u0259sl\u0259h\u0259tl\u0259r t\u0259klif ed\u0259n mobil t\u0259tbiql\u0259r h\u0259v\u0259skar idman\u00e7\u0131lar\u0131n da bu imkanlardan yararlanmas\u0131na \u015f\u0259rait yarad\u0131r. Bu, \u00fcmumi idman m\u0259d\u0259niyy\u0259tinin v\u0259 sa\u011flam h\u0259yat t\u0259rzinin inki\u015faf\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<p>\u0130dman analitikas\u0131 art\u0131q yaln\u0131z texnoloji bir al\u0259t deyil, idman\u0131n strukturunu d\u0259yi\u015fdir\u0259n fundamental bir amildir. O, q\u0259rarlar\u0131n q\u0259bul edilm\u0259 prosesini daha \u015f\u0259ffaf v\u0259 m\u0259lumatl\u0131 edir, idman\u00e7\u0131lar\u0131n potensial\u0131n\u0131 tam a\u00e7ma\u011fa k\u00f6m\u0259k g\u00f6st\u0259rir v\u0259 tama\u015fa\u00e7\u0131lar \u00fc\u00e7\u00fcn daha d\u0259rin bir t\u0259cr\u00fcb\u0259 yarad\u0131r. Az\u0259rbaycan idman\u0131 bu yeni d\u00f6vr\u00fc \u00f6z \u0259n\u0259n\u0259l\u0259ri il\u0259 u\u011furla birl\u0259\u015fdir\u0259r\u0259k, beyn\u0259lxalq arenada m\u00f6vqeyini daha da m\u00f6hk\u0259ml\u0259ndir\u0259 bil\u0259r. Texnologiyan\u0131n d\u00fczg\u00fcn istifad\u0259si idman\u0131n mahiyy\u0259tini – r\u0259qab\u0259t ruhunu, \u0259zml\u0259 \u00e7al\u0131\u015fma\u011f\u0131 v\u0259 \u0259dal\u0259tli oyunu m\u00fchafiz\u0259 ed\u0259r\u0259k onun inki\u015faf\u0131na xidm\u0259t ed\u0259c\u0259kdir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n rolu Az\u0259rbaycanda idman analitikas\u0131 – AI v\u0259 veril\u0259nl\u0259rl\u0259 d\u0259yi\u015f\u0259n qaydalar Salam! \u0130dman al\u0259mi s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir v\u0259 bu d\u0259yi\u015fikliyin m\u0259rk\u0259zind\u0259 m\u0259lumatlar v\u0259 s\u00fcni intellekt dayan\u0131r. Az\u0259rbaycanda da futbol, g\u00fcl\u0259\u015f, \u015fahmat kimi \u0259n sevimli idman n\u00f6vl\u0259rimiz art\u0131q k\u00f6hn\u0259 \u00fcsullardan k\u0259nara \u00e7\u0131x\u0131r. Analitika anlay\u0131\u015f\u0131 t\u0259kc\u0259 komanda menecerl\u0259ri \u00fc\u00e7\u00fcn deyil, h\u0259r bir azarke\u015f \u00fc\u00e7\u00fcn <a href=\"https:\/\/www.restaurantecedrus.com.br\/?p=49331\">…Continue Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":51290,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-49331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sem-categoria"],"_links":{"self":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=49331"}],"version-history":[{"count":1,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49331\/revisions"}],"predecessor-version":[{"id":49332,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49331\/revisions\/49332"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/media\/51290"}],"wp:attachment":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=49331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=49331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=49331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}