{"id":48505,"date":"2026-03-02T05:10:05","date_gmt":"2026-03-02T08:10:05","guid":{"rendered":"https:\/\/www.restaurantecedrus.com.br\/?p=48505"},"modified":"2026-03-03T16:20:53","modified_gmt":"2026-03-03T19:20:53","slug":"idman-analitikasinda-ai-v-mlumatlarin-dyisn-rolu","status":"publish","type":"post","link":"https:\/\/www.restaurantecedrus.com.br\/?p=48505","title":{"rendered":"Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n d\u0259yi\u015f\u0259n rolu"},"content":{"rendered":"Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n d\u0259yi\u015f\u0259n rolu<\/title><\/p>\n<h1>Az\u0259rbaycanda idman analitikas\u0131 – m\u0259lumatlar, modell\u0259r v\u0259 texnologiya<\/h1>\n<p>Idman t\u0259hlili son onillikl\u0259rd\u0259 sad\u0259 statistikadan m\u00fcr\u0259kk\u0259b elmi f\u0259aliyy\u0259t\u0259 \u00e7evrilib. Az\u0259rbaycanda da bu sah\u0259 s\u00fcr\u0259tl\u0259 inki\u015faf edir, klub r\u0259hb\u0259rlikl\u0259ri, m\u0259\u015fq\u00e7il\u0259r v\u0259 h\u0259tta idman\u00e7\u0131lar \u00f6z q\u0259rarlar\u0131n\u0131 d\u0259qiq m\u0259lumatlarla \u0259sasland\u0131rma\u011fa \u00e7al\u0131\u015f\u0131rlar. Bu d\u0259rslik \u00fcsulu il\u0259 siz\u0259 idman analitikas\u0131n\u0131n nec\u0259 d\u0259yi\u015fdiyini, hans\u0131 metrikalar\u0131n istifad\u0259 olundu\u011funu, s\u00fcni intellektin t\u0259tbiqini v\u0259 bunlar\u0131n Az\u0259rbaycan kontekstind\u0259 m\u0259hdudiyy\u0259tl\u0259rini add\u0131m-add\u0131m izah ed\u0259c\u0259yik. M\u00fcasir t\u0259hlil al\u0259tl\u0259ri, o c\u00fcml\u0259d\u0259n m\u00fcxt\u0259lif mobil t\u0259tbiql\u0259r, m\u0259\u015fq prosesl\u0259rini optimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn geni\u015f imkanlar yarad\u0131r. M\u0259s\u0259l\u0259n, bir \u00e7ox pe\u015f\u0259kar analitikl\u0259r \u00f6z i\u015fl\u0259rini asanla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn x\u00fcsusi proqramlardan, o c\u00fcml\u0259d\u0259n <a href=\"https:\/\/nashvilleneuroscience.com\/\">mostbet app<\/a> kimi platformalardan da istifad\u0259 ed\u0259 bilirl\u0259r, lakin bu yaln\u0131z al\u0259tl\u0259rd\u0259n biridir.<\/p>\n<h2>Analitikan\u0131n \u0259saslar\u0131 – metrikl\u0259rin t\u0259kam\u00fcl\u00fc<\/h2>\n<p>Ke\u00e7mi\u015fd\u0259 idman statistikas\u0131 \u0259sas\u0259n vurulan qol, vuru\u015f faizi v\u0259 ya m\u0259saf\u0259 kimi sad\u0259 g\u00f6st\u0259ricil\u0259rl\u0259 m\u0259hdudla\u015f\u0131rd\u0131. Hal-haz\u0131rda is\u0259 metrikl\u0259r daha d\u0259rin v\u0259 kontekstual xarakter da\u015f\u0131y\u0131r. Bu d\u0259yi\u015fiklik Az\u0259rbaycan klublar\u0131n\u0131n da beyn\u0259lxalq t\u0259cr\u00fcb\u0259y\u0259 inteqrasiyas\u0131 il\u0259 ba\u011fl\u0131d\u0131r. \u0130ndi m\u00fct\u0259x\u0259ssisl\u0259r t\u0259kc\u0259 n\u0259tic\u0259ni deyil, h\u0259m d\u0259 bu n\u0259tic\u0259y\u0259 g\u0259tirib \u00e7\u0131xaran prosesl\u0259ri \u00f6l\u00e7\u00fcrl\u0259r. For a quick, neutral reference, see <a href=\"https:\/\/www.uefa.com\/uefachampionsleague\/\">UEFA Champions League hub<\/a>.<\/p>\n<p>A\u015fa\u011f\u0131dak\u0131 c\u0259dv\u0259l idman analitikas\u0131nda istifad\u0259 olunan \u0259sas metrikl\u0259rin n\u0259sill\u0259r \u00fczr\u0259 t\u0259kam\u00fcl\u00fcn\u00fc g\u00f6st\u0259rir. For general context and terms, see <a href=\"https:\/\/www.premierleague.com\/\">Premier League official site<\/a>.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrik N\u0259sli<\/th>\n<th>Xarakterik N\u00fcmun\u0259l\u0259r<\/th>\n<th>Az\u0259rbaycanda T\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Birinci N\u0259sil (\u018fn\u0259n\u0259vi)<\/td>\n<td>Qol, faul, m\u0259saf\u0259, s\u00fcr\u0259t<\/td>\n<td>Yerli \u00e7empionatlar\u0131n \u0259sas statistikas\u0131<\/td>\n<\/tr>\n<tr>\n<td>\u0130kinci N\u0259sil (T\u0259kmill\u0259\u015fdirilmi\u015f)<\/td>\n<td>G\u00f6zl\u0259nil\u0259n qollar (xG), t\u0259zyiq indeksi, \u00f6t\u00fcrm\u0259 d\u0259qiqliyi<\/td>\n<td>Premyer Liqa klublar\u0131n\u0131n t\u0259hlil \u015f\u00f6b\u0259l\u0259ri<\/td>\n<\/tr>\n<tr>\n<td>\u00dc\u00e7\u00fcnc\u00fc N\u0259sil (Qabaqc\u0131l)<\/td>\n<td>M\u0259kan m\u0259lumatlar\u0131, oyun\u00e7u trayektoriyalar\u0131, komanda formas\u0131n\u0131n x\u0259rit\u0259l\u0259ri<\/td>\n<td>G\u0259nclik v\u0259 A milli komandalar\u0131nda pilot layih\u0259l\u0259r<\/td>\n<\/tr>\n<tr>\n<td>D\u00f6rd\u00fcnc\u00fc N\u0259sil (AI il\u0259 inteqrasiya)<\/td>\n<td>Oyun n\u0259tic\u0259l\u0259rinin proqnozla\u015fd\u0131r\u0131lmas\u0131, oyun\u00e7u performans\u0131n\u0131n simulyasiyas\u0131, z\u0259d\u0259 riskinin qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<td>Ara\u015fd\u0131rma m\u0259rk\u0259zl\u0259rind\u0259 v\u0259 b\u0259zi n\u00fcfuzlu akademiyalarda t\u0259dqiqat<\/td>\n<\/tr>\n<tr>\n<td>G\u0259l\u0259c\u0259k Trendl\u0259r<\/td>\n<td>Biometrik m\u0259lumatlar\u0131n real vaxtda t\u0259hlili, psixoloji v\u0259ziyy\u0259tin monitorinqi<\/td>\n<td>\u0130nki\u015faf m\u0259rh\u0259l\u0259sind\u0259, texnologiya v\u0259 maliyy\u0259 m\u0259hdudiyy\u0259tl\u0259ri il\u0259 \u00fczl\u0259\u015fir<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Az\u0259rbaycan futbolunda metrikl\u0259rin praktik t\u0259tbiqi<\/h3>\n<p>Yerli \u00e7empionatda analitika t\u0259dric\u0259n \u00f6z yerini tap\u0131r. M\u0259\u015fq\u00e7il\u0259r art\u0131q oyun\u00e7u se\u00e7imi v\u0259 taktiki haz\u0131rl\u0131q zaman\u0131 t\u0259kc\u0259 g\u00f6z m\u00fc\u015fahid\u0259sin\u0259 deyil, h\u0259m d\u0259 r\u0259q\u0259msal m\u0259lumatlara istinad edirl\u0259r. M\u0259s\u0259l\u0259n, oyun\u00e7unun bir mat\u00e7da qa\u00e7d\u0131\u011f\u0131 \u00fcmumi m\u0259saf\u0259 (km) \u0259n\u0259n\u0259vi metrikad\u0131r, lakin indi h\u0259min m\u0259saf\u0259nin ne\u00e7\u0259 faizinin y\u00fcks\u0259k intensivlikl\u0259 qa\u00e7\u0131\u015f oldu\u011fu daha vacib hesab olunur. Bu, Az\u0259rbaycan futbolunun fiziki haz\u0131rl\u0131q standartlar\u0131n\u0131 da beyn\u0259lxalq s\u0259viyy\u0259y\u0259 yax\u0131nla\u015fd\u0131rma\u011fa k\u00f6m\u0259k edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/mostbetbr.net\/wp-content\/uploads\/2022\/10\/app-android.webp\" alt=\"mostbet app\" loading=\"lazy\"><\/p>\n<h2>S\u00fcni intellekt modeli idman t\u0259hlilin\u0259 nec\u0259 daxil olur<\/h2>\n<p>S\u00fcni intellekt sad\u0259 statistik t\u0259hlili avtomatla\u015fd\u0131rmaqdan daha \u00e7ox, q\u0259rar q\u0259bul etm\u0259 prosesin\u0259 k\u00f6m\u0259k ed\u0259n proqnozla\u015fd\u0131r\u0131c\u0131 v\u0259 t\u0259snifat\u00e7\u0131 al\u0259t kimi \u00e7\u0131x\u0131\u015f edir. Bu modell\u0259r b\u00f6y\u00fck h\u0259cmli tarixi m\u0259lumatlar\u0131 emal ed\u0259r\u0259k insanlar\u0131n n\u0259z\u0259rind\u0259n qa\u00e7a bil\u0259n n\u00fcanslar\u0131 v\u0259 n\u00fcmun\u0259l\u0259ri a\u015fkar edir. Az\u0259rbaycanda bu texnologiyan\u0131n t\u0259tbiqi h\u0259l\u0259 erk\u0259n m\u0259rh\u0259l\u0259d\u0259dir, lakin potensial b\u00f6y\u00fckd\u00fcr.<\/p>\n<ul>\n<li>Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259ri oyun\u00e7ular\u0131n g\u0259l\u0259c\u0259k performans\u0131n\u0131 v\u0259 bazar d\u0259y\u0259rini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn istifad\u0259 olunur.<\/li>\n<li>T\u0259bii dilin emal\u0131 modell\u0259ri media hesabatlar\u0131n\u0131 v\u0259 fanat r\u0259yl\u0259rini t\u0259hlil ed\u0259r\u0259k komandan\u0131n ictimai imicini qiym\u0259tl\u0259ndirir.<\/li>\n<li>Komputer g\u00f6rm\u0259 texnologiyas\u0131 video yaz\u0131lardan avtomatik olaraq oyun\u00e7u h\u0259r\u0259k\u0259tl\u0259rini v\u0259 taktiki qurulu\u015flar\u0131 \u00e7\u0131xar\u0131r.<\/li>\n<li>D\u0259rin \u00f6yr\u0259nm\u0259 \u015f\u0259b\u0259k\u0259l\u0259ri m\u00fcr\u0259kk\u0259b oyun ssenaril\u0259rini simulyasiya etm\u0259k v\u0259 m\u00fcxt\u0259lif taktiki variantlar\u0131n n\u0259tic\u0259l\u0259rini m\u00fcqayis\u0259 etm\u0259k \u00fc\u00e7\u00fcn yarad\u0131l\u0131r.<\/li>\n<li>Z\u0259d\u0259l\u0259rin proqnozla\u015fd\u0131r\u0131lmas\u0131 modell\u0259ri m\u0259\u015fq y\u00fck\u00fc v\u0259 biometrik m\u0259lumatlar\u0131 t\u0259hlil ed\u0259r\u0259k potensial z\u0259d\u0259 riskl\u0259rini x\u0259b\u0259rdar edir.<\/li>\n<li>Oyun strategiyas\u0131n\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn g\u00fccl\u0259ndirm\u0259 \u00f6yr\u0259nm\u0259si kimi qabaqc\u0131l \u00fcsullardan beyn\u0259lxalq s\u0259viyy\u0259d\u0259 istifad\u0259 olunur.<\/li>\n<\/ul>\n<h3>AI modell\u0259rinin yerli idman\u00e7\u0131lar\u0131n haz\u0131rl\u0131\u011f\u0131nda rolu<\/h3>\n<p>Az\u0259rbaycan\u0131n g\u00fcl\u0259\u015f, c\u00fcdo, boks kimi f\u0259rdi idman n\u00f6vl\u0259rind\u0259 u\u011furlar\u0131 n\u0259z\u0259r\u0259 al\u0131naraq, AI modell\u0259ri burada da t\u0259tbiq tap\u0131r. M\u0259s\u0259l\u0259n, r\u0259qibin tarixi oyunlar\u0131n\u0131n t\u0259hlili il\u0259 onun z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259ri avtomatik \u015f\u0259kild\u0259 m\u00fc\u0259yy\u0259n edil\u0259 bil\u0259r. Bu, m\u0259\u015fq\u00e7iy\u0259 d\u00f6y\u00fc\u015f plan\u0131n\u0131 daha effektiv qurmaqda k\u00f6m\u0259k edir. H\u0259m\u00e7inin, idman\u00e7\u0131n\u0131n \u00f6z m\u0259\u015fq m\u0259lumatlar\u0131 \u0259sas\u0131nda \u015f\u0259xsi proqramlar yarad\u0131lmas\u0131 da m\u00fcmk\u00fcnd\u00fcr.<\/p>\n<h2>M\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 i\u015fl\u0259nm\u0259si texnologiyalar\u0131<\/h2>\n<p>M\u00fcasir analitikan\u0131n \u0259sas\u0131n\u0131 h\u0259rt\u0259r\u0259fli v\u0259 d\u0259qiq m\u0259lumatlar t\u0259\u015fkil edir. Bu m\u0259lumatlar\u0131n toplanmas\u0131 \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif texnologiyalardan istifad\u0259 olunur. Az\u0259rbaycanda bu sah\u0259d\u0259ki infrastruktur inki\u015faf etdikc\u0259, m\u0259lumat keyfiyy\u0259ti v\u0259 miqdar\u0131 da art\u0131r.<\/p>\n<ol>\n<li>Sensor texnologiyalar\u0131: Oyun\u00e7u paltarlar\u0131na v\u0259 ayaqqab\u0131lar\u0131na qura\u015fd\u0131r\u0131lan sensorlar s\u00fcr\u0259t, t\u0259cil, m\u0259saf\u0259 v\u0259 \u00fcr\u0259k d\u0259r\u0259c\u0259si kimi m\u0259lumatlar\u0131 real vaxtda \u00f6t\u00fcr\u00fcr.<\/li>\n<li>GPS v\u0259 RFID sisteml\u0259ri: M\u0259\u015fq meydan\u00e7alar\u0131nda v\u0259 stadionlarda qura\u015fd\u0131r\u0131lan bu sisteml\u0259r oyun\u00e7ular\u0131n d\u0259qiq m\u00f6vqel\u0259rini v\u0259 h\u0259r\u0259k\u0259t trayektoriyalar\u0131n\u0131 izl\u0259yir.<\/li>\n<li>Y\u00fcks\u0259k tezlikli kameralar: Mat\u00e7lar v\u0259 m\u0259\u015fql\u0259r zaman\u0131 qura\u015fd\u0131r\u0131lan x\u00fcsusi kameralar h\u0259r bir oyun\u00e7unun h\u0259r\u0259k\u0259tini saniy\u0259d\u0259 \u00e7oxsayl\u0131 kadrla qeyd\u0259 al\u0131r.<\/li>\n<li>\u0130dman\u00e7\u0131 pasportlar\u0131: G\u0259ncliyin v\u0259 Bodrumun \u0130dman Nazirliyi il\u0259 \u0259laq\u0259li strukturlar r\u0259q\u0259msal idman\u00e7\u0131 pasportlar\u0131 yaratmaq \u00fc\u00e7\u00fcn layih\u0259l\u0259r h\u0259yata ke\u00e7irir, burada karyera boyu m\u0259lumatlar toplan\u0131r.<\/li>\n<li>\u0130qlim v\u0259 m\u00fchit sensorlar\u0131: X\u00fcsusil\u0259 a\u00e7\u0131q havada ke\u00e7iril\u0259n idman n\u00f6vl\u0259ri \u00fc\u00e7\u00fcn temperatur, r\u00fctub\u0259t v\u0259 k\u00fcl\u0259k kimi amill\u0259r performansa t\u0259sirini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u00f6l\u00e7\u00fcl\u00fcr.<\/li>\n<\/ol>\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>\u0130nki\u015faf\u0131n s\u00fcr\u0259tli olmas\u0131na baxmayaraq, idman analitikas\u0131 bir s\u0131ra m\u0259hdudiyy\u0259tl\u0259rl\u0259 \u00fczl\u0259\u015fir. Bu m\u0259hdudiyy\u0259tl\u0259r texnoloji, maliyy\u0259 v\u0259 m\u0259d\u0259ni xarakter da\u015f\u0131ya bil\u0259r. Az\u0259rbaycan kontekstind\u0259 bu amill\u0259r daha ayd\u0131n n\u0259z\u0259r\u0259 \u00e7arp\u0131r.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/mostbet-sri-lanka.com\/wp-content\/uploads\/2023\/05\/android.webp\" alt=\"mostbet app\" loading=\"lazy\"><\/p>\n<p>Texnoloji m\u0259hdudiyy\u0259tl\u0259r\u0259 daxildir: m\u0259lumatlar\u0131n keyfiyy\u0259ti v\u0259 taml\u0131\u011f\u0131, x\u00fcsusil\u0259 a\u015fa\u011f\u0131 liqalarda; k\u00f6hn\u0259 infrastruktur; v\u0259 m\u00fcr\u0259kk\u0259b AI modell\u0259rini i\u015fl\u0259tm\u0259k \u00fc\u00e7\u00fcn laz\u0131m olan hesablama g\u00fcc\u00fcn\u00fcn olmamas\u0131. Maliyy\u0259 m\u0259hdudiyy\u0259tl\u0259ri is\u0259 ki\u00e7ik klublar\u0131n bahal\u0131 sensor sisteml\u0259ri, proqram t\u0259minat\u0131 v\u0259 ixtisasl\u0131 analitikl\u0259r\u0259 investisiya qoymaq imkan\u0131n\u0131n m\u0259hdud olmas\u0131d\u0131r.<\/p>\n<ul>\n<li>M\u0259lumatlar\u0131n \u015f\u0259ffafl\u0131\u011f\u0131 v\u0259 m\u00fclkiyy\u0259ti: Toplanan m\u0259lumatlar kim\u0259 m\u0259xsusdur – klub, idman\u00e7\u0131, yoxsa texnologiya t\u0259minat\u00e7\u0131s\u0131?<\/li>\n<li>\u0130dman\u00e7\u0131lar\u0131n m\u0259xviyy\u0259ti: Biometrik v\u0259 sa\u011flaml\u0131q m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 v\u0259 istifad\u0259si qanuni \u00e7\u0259r\u00e7iv\u0259 t\u0259l\u0259b edir.<\/li>\n<li>\u0130nsan amilinin azald\u0131lmas\u0131 t\u0259hl\u00fck\u0259si: M\u0259\u015fq\u00e7inin intuisiya v\u0259 t\u0259cr\u00fcb\u0259si il\u0259 AI-n\u0131n t\u00f6vsiy\u0259l\u0259ri aras\u0131nda tarazl\u0131q qurmaq \u00e7\u0259tindir.<\/li>\n<li>B\u0259rab\u0259rsizlik riski: Varl\u0131 klublar\u0131n qabaqc\u0131l analitikaya daha \u00e7ox investisiya qoymas\u0131 liqada b\u0259rab\u0259rsizlik yarada bil\u0259r.<\/li>\n<li>Model q\u0259r\u0259zi: Tarixi m\u0259lumatlarla \u00f6yr\u0259dil\u0259n AI modell\u0259ri m\u00f6vcud q\u0259r\u0259zl\u0259ri (m\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n tip oyun\u00e7ulara \u00fcst\u00fcnl\u00fck verm\u0259k) davam etdir\u0259 bil\u0259r.<\/li>\n<li>Yerli m\u0259lumat bazalar\u0131n\u0131n olmamas\u0131: Az\u0259rbaycan idman\u00e7\u0131lar\u0131na xas m\u0259lumatlar \u00fczr\u0259 x\u00fcsusi, yerli dill\u0259 i\u015fl\u0259y\u0259n veril\u0259nl\u0259r bazas\u0131 z\u0259if inki\u015faf edib.<\/li>\n<li>\u0130xtisasl\u0131 kadr \u00e7at\u0131\u015fmazl\u0131\u011f\u0131: Data analitiki v\u0259 AI m\u00fch\u0259ndisi kimi pe\u015f\u0259karlar\u0131n idman sah\u0259sind\u0259 i\u015fl\u0259m\u0259k \u00fc\u00e7\u00fcn haz\u0131rlanmas\u0131 t\u0259l\u0259b olunur.<\/li>\n<\/ul>\n<h3>Az\u0259rbaycan qanunvericiliyi v\u0259 m\u0259lumat\u0131n m\u00fchafiz\u0259si<\/h3>\n<p>\u00d6lk\u0259d\u0259 f\u0259aliyy\u0259t g\u00f6st\u0259r\u0259n klublar v\u0259 idman qurumlar\u0131 “\u015e\u0259xsi m\u0259lumatlar\u0131n m\u00fchafiz\u0259si haqq\u0131nda” Az\u0259rbaycan Qanununa \u0259m\u0259l etm\u0259lidirl\u0259r. Bu, idman\u00e7\u0131lardan toplanan h\u0259ssas m\u0259lumatlar\u0131n emal\u0131 zaman\u0131 x\u00fcsusi diqq\u0259t t\u0259l\u0259b edir. H\u0259m\u00e7inin, \u0130dman Nazirliyinin r\u0259q\u0259msalla\u015fma strategiyas\u0131 \u00e7\u0259r\u00e7iv\u0259sind\u0259 m\u0259lumat m\u00fcbadil\u0259si standartlar\u0131n\u0131n i\u015fl\u0259nib haz\u0131rlanmas\u0131 bu m\u0259hdudiyy\u0259tl\u0259rin aradan qald\u0131r\u0131lmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<h2>G\u0259l\u0259c\u0259k perspektivl\u0259r – Az\u0259rbaycan\u0131n potensial\u0131<\/h2>\n<p>Az\u0259rbaycan\u0131n idman analitikas\u0131 sah\u0259sind\u0259ki g\u0259l\u0259c\u0259yi bir ne\u00e7\u0259 amild\u0259n as\u0131l\u0131d\u0131r: t\u0259hsil, infrastruktur investisiyalar\u0131 v\u0259 beyn\u0259lxalq \u0259m\u0259kda\u015fl\u0131q. Yerli universitetl\u0259rd\u0259 idman elml\u0259ri v\u0259 data analitikas\u0131 istiqam\u0259tind\u0259 proqramlar\u0131n a\u00e7\u0131lmas\u0131 g\u0259l\u0259c\u0259k kadrlar\u0131n haz\u0131rlanmas\u0131na k\u00f6m\u0259k ed\u0259c\u0259k. Eyni zamanda, d\u00f6vl\u0259t v\u0259 \u00f6z\u0259l sektorun birg\u0259 layih\u0259l\u0259ri texnoloji bazan\u0131n g\u00fccl\u0259ndirilm\u0259sin\u0259 s\u0259b\u0259b ola bil\u0259r.<\/p>\n<p>\u00d6lk\u0259nin beyn\u0259lxalq idman t\u0259dbirl\u0259rin\u0259, o c\u00fcml\u0259d\u0259n Formula 1-\u0259 v\u0259 UEFA Avro 2020-\u0259 ev sahibliyi etm\u0259 t\u0259cr\u00fcb\u0259si y\u00fcks\u0259k texnologiyal\u0131 infrastrukturun qurulmas\u0131 bax\u0131m\u0131ndan qiym\u0259tli d\u0259rsl\u0259r verib. Bu t\u0259cr\u00fcb\u0259 dig\u0259r idman n\u00f6vl\u0259rin\u0259 d\u0259 k\u00f6\u00e7\u00fcr\u00fcl\u0259 bil\u0259r. Bundan \u0259lav\u0259, Az\u0259rbaycan\u0131n g\u00fccl\u00fc oldu\u011fu \u0259n\u0259n\u0259vi idman n\u00f6vl\u0259rind\u0259 (g\u00fcl\u0259\u015f, c\u00fcdo) x\u00fcsusi analitika modell\u0259rinin yarad\u0131lmas\u0131 \u00f6lk\u0259ni bu sah\u0259d\u0259 regional lider ed\u0259 bil\u0259r.<\/p>\n<p>N\u0259hay\u0259t,<\/p>\n<p>Yerli idman klublar\u0131 v\u0259 federasiyalar\u0131 beyn\u0259lxalq t\u0259cr\u00fcb\u0259d\u0259n \u00f6yr\u0259n\u0259r\u0259k \u00f6z m\u0259lumat bazalar\u0131n\u0131 qurma\u011fa ba\u015flaya bil\u0259r. Bu, yaln\u0131z texniki infrastrukturu deyil, h\u0259m d\u0259 m\u0259lumatlar\u0131n idar\u0259 edilm\u0259si v\u0259 t\u0259hlili \u00fc\u00e7\u00fcn laz\u0131m olan bilik v\u0259 t\u0259cr\u00fcb\u0259ni inki\u015faf etdirm\u0259k dem\u0259kdir. Ki\u00e7ik miqyasl\u0131 pilot layih\u0259l\u0259r riski azaldaraq praktiki n\u0259tic\u0259l\u0259r g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<p>\u0130dman\u00e7\u0131lar\u0131n performans\u0131n\u0131n uzunm\u00fcdd\u0259tli monitorinqi \u00fc\u00e7\u00fcn AI sisteml\u0259rinin t\u0259tbiqi s\u0259hiyy\u0259 v\u0259 karyera idar\u0259\u00e7iliyi bax\u0131m\u0131ndan yeni imkanlar a\u00e7\u0131r. Bu yana\u015fma t\u0259lim y\u00fckl\u0259rinin optimalla\u015fd\u0131r\u0131lmas\u0131na v\u0259 z\u0259d\u0259l\u0259rin qar\u015f\u0131s\u0131n\u0131n al\u0131nmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r. Texnologiyan\u0131n idman\u00e7\u0131lar\u0131n \u015f\u0259xsi inki\u015faf\u0131na xidm\u0259t etdiyi tarazl\u0131q n\u00f6qt\u0259sini tapmaq vacibdir.<\/p>\n<p>\u00dcmumilikd\u0259, idman analitikas\u0131 Az\u0259rbaycanda yaln\u0131z texnoloji t\u0259r\u0259qqi deyil, h\u0259m d\u0259 idman\u00e7\u0131lar\u0131n potensial\u0131n\u0131n tam a\u00e7\u0131lmas\u0131 \u00fc\u00e7\u00fcn sistemli yana\u015fma t\u0259l\u0259b edir. M\u0259lumat \u0259sasl\u0131 q\u0259rarlar\u0131n q\u0259bul edilm\u0259si m\u0259d\u0259niyy\u0259ti b\u00fct\u00fcn s\u0259viyy\u0259l\u0259rd\u0259 – g\u0259ncl\u0259rd\u0259n elit idman\u00e7\u0131lara q\u0259d\u0259r – inki\u015faf etdikc\u0259, \u00f6lk\u0259 idman nailiyy\u0259tl\u0259rini yeni s\u0259viyy\u0259y\u0259 qald\u0131ra bil\u0259r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman analitikas\u0131nda AI v\u0259 m\u0259lumatlar\u0131n d\u0259yi\u015f\u0259n rolu Az\u0259rbaycanda idman analitikas\u0131 – m\u0259lumatlar, modell\u0259r v\u0259 texnologiya Idman t\u0259hlili son onillikl\u0259rd\u0259 sad\u0259 statistikadan m\u00fcr\u0259kk\u0259b elmi f\u0259aliyy\u0259t\u0259 \u00e7evrilib. Az\u0259rbaycanda da bu sah\u0259 s\u00fcr\u0259tl\u0259 inki\u015faf edir, klub r\u0259hb\u0259rlikl\u0259ri, m\u0259\u015fq\u00e7il\u0259r v\u0259 h\u0259tta idman\u00e7\u0131lar \u00f6z q\u0259rarlar\u0131n\u0131 d\u0259qiq m\u0259lumatlarla \u0259sasland\u0131rma\u011fa \u00e7al\u0131\u015f\u0131rlar. Bu d\u0259rslik \u00fcsulu il\u0259 siz\u0259 idman analitikas\u0131n\u0131n nec\u0259 d\u0259yi\u015fdiyini, hans\u0131 metrikalar\u0131n <a href=\"https:\/\/www.restaurantecedrus.com.br\/?p=48505\">…Continue Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":51470,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-48505","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\/48505","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=48505"}],"version-history":[{"count":1,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/48505\/revisions"}],"predecessor-version":[{"id":48506,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/48505\/revisions\/48506"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/media\/51470"}],"wp:attachment":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48505"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=48505"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=48505"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}