{"id":1343,"date":"2026-03-02T15:13:54","date_gmt":"2026-03-02T08:13:54","guid":{"rendered":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/?p=1343"},"modified":"2026-03-04T00:52:32","modified_gmt":"2026-03-03T17:52:32","slug":"idman-analitikasinda-ai-v-data-inqilabi","status":"publish","type":"post","link":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/idman-analitikasinda-ai-v-data-inqilabi\/","title":{"rendered":"Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131"},"content":{"rendered":"<p><title>Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131<\/title><\/p>\n<h1>Az\u0259rbaycanda \u0130dman Analitikas\u0131 &#8211; Metrikalar, Modell\u0259r v\u0259 H\u0259dl\u0259r<\/h1>\n<p>Az\u0259rbaycan idman\u0131, qlobal tendensiyalara uy\u011fun olaraq, m\u0259lumat analitikas\u0131 v\u0259 s\u00fcni intellekt texnologiyalar\u0131n\u0131n t\u0259siri alt\u0131nda k\u00f6kl\u00fc d\u0259yi\u015fiklikl\u0259r ya\u015fay\u0131r. Klublar, federasiyalar v\u0259 h\u0259tta idman\u00e7\u0131lar\u0131n \u00f6zl\u0259ri, performans\u0131 art\u0131rmaq, strategiyalar\u0131 optimalla\u015fd\u0131rmaq v\u0259 g\u0259l\u0259c\u0259yi proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn m\u00fcr\u0259kk\u0259b m\u0259lumat d\u0259stl\u0259rind\u0259n istifad\u0259 edirl\u0259r. Bu ke\u00e7id, t\u0259kc\u0259 futbol v\u0259 g\u00fcl\u0259\u015f kimi \u0259n\u0259n\u0259vi g\u00fccl\u00fc sah\u0259l\u0259rimizi deyil, h\u0259m d\u0259 yeni inki\u015faf ed\u0259n idman n\u00f6vl\u0259rini d\u0259 \u0259hat\u0259 edir. Bu prosesd\u0259, m\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 t\u0259hlili \u00fc\u00e7\u00fcn infrastrukturun yarad\u0131lmas\u0131, m\u0259s\u0259l\u0259n, peyzaj dizayn\u0131 layih\u0259l\u0259rind\u0259 oldu\u011fu kimi, diqq\u0259tli planla\u015fd\u0131rma t\u0259l\u0259b edir, bu sah\u0259d\u0259 ixtisasla\u015fm\u0131\u015f \u015firk\u0259tl\u0259rd\u0259n biri d\u0259 <a href=\"https:\/\/marmaralandscaping.com\/\">https:\/\/marmaralandscaping.com\/<\/a> kimi qeyd oluna bil\u0259r. Bu m\u0259qal\u0259, Az\u0259rbaycan kontekstind\u0259 idman analitikas\u0131n\u0131n nec\u0259 d\u0259yi\u015fdiyini, istifad\u0259 olunan \u0259sas metrikalar\u0131 v\u0259 modell\u0259ri, h\u0259m\u00e7inin bu texnologiyalar\u0131n qar\u015f\u0131la\u015fd\u0131\u011f\u0131 aktual m\u0259hdudiyy\u0259tl\u0259ri ara\u015fd\u0131racaq.<\/p>\n<h2>M\u0259lumat Toplama Texnologiyalar\u0131n\u0131n T\u0259kam\u00fcl\u00fc<\/h2>\n<p>Ke\u00e7mi\u015fd\u0259 m\u0259\u015fq\u00e7il\u0259rin qeyd d\u0259ft\u0259rl\u0259ri il\u0259 m\u0259hdudla\u015fan m\u0259lumat toplama, indi sensorlar, GPS cihazlar\u0131, video analiz platformalar\u0131 v\u0259 h\u0259tta a\u011f\u0131ll\u0131 tekstill\u0259r vasit\u0259sil\u0259 h\u0259yata ke\u00e7irilir. Az\u0259rbaycan Premyer Liqas\u0131n\u0131n bir \u00e7ox klubu art\u0131q oyun\u00e7ular\u0131n h\u0259r\u0259k\u0259t m\u0259lumatlar\u0131n\u0131, \u00fcr\u0259k d\u0259r\u0259c\u0259sini v\u0259 y\u00fckl\u0259nm\u0259 g\u00f6st\u0259ricil\u0259rini real vaxt rejimind\u0259 izl\u0259yir. Bu texnologiyalar\u0131n t\u0259tbiqi il\u0259 ba\u011fl\u0131 ilkin investisiya, x\u00fcsusil\u0259 ki\u00e7ik b\u00fcdc\u0259li klublar \u00fc\u00e7\u00fcn \u00e7\u0259tinlik yarada bil\u0259r, lakin uzunm\u00fcdd\u0259tli faydalar\u0131 s\u0259m\u0259r\u0259liliyin artmas\u0131 v\u0259 z\u0259d\u0259l\u0259rin azald\u0131lmas\u0131 \u015f\u0259klind\u0259 \u00f6z\u00fcn\u00fc g\u00f6st\u0259rir. M\u0259lumatlar\u0131n h\u0259cmi h\u0259r il art\u0131r, bu da onlar\u0131n effektiv \u015f\u0259kild\u0259 saxlanmas\u0131 v\u0259 emal\u0131 \u00fc\u00e7\u00fcn yeni infrastruktur ehtiyac\u0131 yarad\u0131r. For general context and terms, see <a href=\"https:\/\/www.uefa.com\/uefachampionsleague\/\">UEFA Champions League hub<\/a>.<\/p>\n<h3>Sensorlar v\u0259 \u0130oT \u0130dman Sah\u0259sind\u0259<\/h3>\n<p>Sensor texnologiyalar\u0131 idman\u00e7\u0131lar\u0131n fizioloji v\u0259 biomexaniki g\u00f6st\u0259ricil\u0259rini \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn \u0259sas vasit\u0259y\u0259 \u00e7evrilib. M\u0259\u015fql\u0259r zaman\u0131 toplanan m\u0259lumatlar, h\u0259m f\u0259rdi idman\u00e7\u0131lar\u0131n haz\u0131rl\u0131q s\u0259viyy\u0259sini qiym\u0259tl\u0259ndirm\u0259k, h\u0259m d\u0259 komanda taktikas\u0131n\u0131 formala\u015fd\u0131rmaq \u00fc\u00e7\u00fcn istifad\u0259 olunur. M\u0259s\u0259l\u0259n, g\u00fcl\u0259\u015f\u00e7il\u0259rin m\u0259\u015fq y\u00fckl\u0259rinin monitorinqi onlar\u0131n \u00e7\u0131x\u0131\u015f\u0131na optimal haz\u0131rlanmas\u0131na k\u00f6m\u0259k edir. Lakin, bu cihazlar\u0131n d\u00fczg\u00fcn kalibrl\u0259nm\u0259si v\u0259 m\u0259lumatlar\u0131n \u015f\u0259rh edilm\u0259si \u00fc\u00e7\u00fcn m\u00fct\u0259x\u0259ssisl\u0259rin olmas\u0131 vacibdir.<\/p>\n<h2>Analitik Modell\u0259r v\u0259 Performans Metrikalar\u0131<\/h2>\n<p>Xam m\u0259lumatlar \u00f6z-\u00f6z\u00fcn\u0259 d\u0259y\u0259rli deyil; onlar\u0131n m\u0259na k\u0259sb etm\u0259si \u00fc\u00e7\u00fcn analitik modell\u0259r t\u0259tbiq edilir. Az\u0259rbaycanda bu modell\u0259r \u0259sas\u0259n komanda taktikas\u0131n\u0131n t\u0259hlili, oyun\u00e7u transferinin qiym\u0259tl\u0259ndirilm\u0259si v\u0259 g\u0259nc istedadlar\u0131n skautinqi sah\u0259l\u0259rind\u0259 istifad\u0259 olunur. A\u015fa\u011f\u0131dak\u0131 c\u0259dv\u0259l, m\u00fcasir idman analitikas\u0131nda tez-tez istifad\u0259 olunan b\u0259zi \u0259sas metrikalar\u0131 v\u0259 onlar\u0131n t\u0259tbiq sah\u0259l\u0259rini g\u00f6st\u0259rir.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrika Kateqoriyas\u0131<\/th>\n<th>Konkret N\u00fcmun\u0259l\u0259r<\/th>\n<th>Az\u0259rbaycanda T\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Fiziki Haz\u0131rl\u0131q<\/td>\n<td>M\u0259saf\u0259 qa\u00e7ma, sprint say\u0131, y\u00fckl\u0259nm\u0259 h\u0259cmi<\/td>\n<td>Futbol v\u0259 voleybol klublar\u0131nda m\u00f6vs\u00fcm \u0259rzind\u0259 oyun\u00e7u formas\u0131n\u0131n monitorinqi<\/td>\n<\/tr>\n<tr>\n<td>Taktiki Effektivlik<\/td>\n<td>Topa sahib olma faizi, t\u0259hl\u00fck\u0259li h\u00fccumlar, press intensivliyi<\/td>\n<td>Komanda qurulu\u015funun oyun \u0259snas\u0131nda d\u0259yi\u015fdirilm\u0259si \u00fc\u00e7\u00fcn \u0259sas<\/td>\n<\/tr>\n<tr>\n<td>Oyun\u00e7u D\u0259y\u0259ri<\/td>\n<td>G\u00f6zl\u0259nil\u0259n qol\/vuraq (xG\/xA), t\u0259kmill\u0259\u015fdirilmi\u015f statistiklar<\/td>\n<td>Transfer siyas\u0259tinin formala\u015fd\u0131r\u0131lmas\u0131nda k\u00f6m\u0259k\u00e7i amil<\/td>\n<\/tr>\n<tr>\n<td>Z\u0259d\u0259 Riskinin Proqnozu<\/td>\n<td>Biomexaniki y\u00fckl\u0259nm\u0259, yor\u011funluq indeksl\u0259ri<\/td>\n<td>\u018fsas idman\u00e7\u0131lar\u0131n qorunmas\u0131 \u00fc\u00e7\u00fcn proqramlar\u0131n yarad\u0131lmas\u0131<\/td>\n<\/tr>\n<tr>\n<td>G\u0259nc \u0130stedad\u0131n Qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<td>\u0130nki\u015faf trayektoriyas\u0131 modell\u0259ri, psixofiziki testl\u0259r<\/td>\n<td>U\u015faq-idman m\u0259kt\u0259bl\u0259rind\u0259 perspektivli idman\u00e7\u0131lar\u0131n se\u00e7imi<\/td>\n<\/tr>\n<tr>\n<td>Komanda Kimyas\u0131<\/td>\n<td>Oyun\u00e7u qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 sxeml\u0259ri, pass \u015f\u0259b\u0259k\u0259l\u0259ri<\/td>\n<td>Komandan\u0131n uy\u011funlu\u011funu art\u0131rmaq \u00fc\u00e7\u00fcn m\u0259\u015fq planlar\u0131n\u0131n t\u0259nziml\u0259nm\u0259si<\/td>\n<\/tr>\n<tr>\n<td>R\u0259qib T\u0259hlili<\/td>\n<td>Z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259rin avtomatik m\u00fc\u0259yy\u0259n edilm\u0259si<\/td>\n<td>\u018fh\u0259miyy\u0259tli beyn\u0259lxalq yar\u0131\u015flara haz\u0131rl\u0131q m\u0259rh\u0259l\u0259si<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu metrikalar\u0131n t\u0259tbiqi, idman q\u0259rarlar\u0131n\u0131n daha obyektiv v\u0259 s\u00fcbut \u0259sasl\u0131 olmas\u0131na \u015f\u0259rait yarad\u0131r. M\u0259s\u0259l\u0259n, futbol\u00e7u transferind\u0259 t\u0259klif olunan m\u0259bl\u0259\u011fin \u0259sasland\u0131r\u0131lmas\u0131 v\u0259 ya g\u0259nc bir atletin hans\u0131 istiqam\u0259td\u0259 daha \u00e7ox inki\u015faf etdirilm\u0259si laz\u0131m oldu\u011funun m\u00fc\u0259yy\u0259n edilm\u0259si bu m\u0259lumatlar \u0259sas\u0131nda h\u0259yata ke\u00e7irilir.<\/p>\n<h2>S\u00fcni \u0130ntellektin \u0130dman T\u0259hlilin\u0259 T\u0259siri<\/h2>\n<p>S\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si, sad\u0259 statistik t\u0259hlild\u0259n k\u0259nara \u00e7\u0131xaraq, proqnozla\u015fd\u0131rma v\u0259 simulyasiya imkanlar\u0131n\u0131 geni\u015fl\u0259ndirir. Az\u0259rbaycanda bu texnologiyalar\u0131n t\u0259dric\u0259n t\u0259tbiqi m\u00fc\u015fahid\u0259 olunur. AI modell\u0259ri, m\u00fcr\u0259kk\u0259b m\u0259lumat d\u0259stl\u0259rini emal ed\u0259r\u0259k, insan t\u0259r\u0259find\u0259n n\u0259z\u0259rd\u0259n qa\u00e7\u0131r\u0131la bil\u0259n n\u00fcanslar\u0131 v\u0259 n\u00fcmun\u0259l\u0259ri a\u015fkar ed\u0259 bilir.<\/p>\n<ul>\n<li><strong>Oyun N\u0259tic\u0259l\u0259rinin Proqnozla\u015fd\u0131r\u0131lmas\u0131:<\/strong> Tarixi m\u0259lumatlar, komanda formas\u0131, oyun\u00e7u statistikalar\u0131 v\u0259 xarici amill\u0259r (m\u0259s\u0259l\u0259n, s\u0259f\u0259r \u00e7\u0259tinlikl\u0259ri) \u0259sas\u0131nda daha d\u0259qiq oyun n\u0259tic\u0259si modell\u0259ri qurulur.<\/li>\n<li><strong>Z\u0259d\u0259l\u0259rin Erk\u0259n Diaqnostikas\u0131:<\/strong> Sensor m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259n AI alqoritml\u0259ri, idman\u00e7\u0131n\u0131n z\u0259d\u0259 riskinin artd\u0131\u011f\u0131 anlar\u0131 m\u00fc\u0259yy\u0259n ed\u0259 bil\u0259r, bu da vaxt\u0131nda m\u00fcdaxil\u0259y\u0259 imkan verir.<\/li>\n<li><strong>Video Avtomatik T\u0259hlili:<\/strong> Oyun v\u0259 m\u0259\u015fq videolar\u0131 avtomatik olaraq t\u0259hlil edil\u0259r\u0259k, x\u00fcsusi hadis\u0259l\u0259r (z\u0259rb\u0259l\u0259r, qol f\u00fcrs\u0259tl\u0259ri, m\u00fcdafi\u0259 s\u0259hvl\u0259ri) i\u015far\u0259l\u0259nir v\u0259 kateqoriyala\u015fd\u0131r\u0131l\u0131r.<\/li>\n<li><strong>Taktiki Variantlar\u0131n Simulyasiyas\u0131:<\/strong> M\u00fc\u0259yy\u0259n bir r\u0259qib\u0259 qar\u015f\u0131 m\u00fcxt\u0259lif komanda qurulu\u015flar\u0131n\u0131n v\u0259 taktiki sxeml\u0259rin n\u0259tic\u0259l\u0259ri modell\u0259\u015fdiril\u0259 bil\u0259r.<\/li>\n<li><strong>\u0130dman\u00e7\u0131lar\u0131n Uzunm\u00fcdd\u0259tli \u0130nki\u015faf\u0131n\u0131n Planla\u015fd\u0131r\u0131lmas\u0131:<\/strong> G\u0259nc idman\u00e7\u0131lar\u0131n fiziki v\u0259 texniki g\u00f6st\u0259ricil\u0259ri \u0259sas\u0131nda onlar\u0131n g\u0259l\u0259c\u0259k potensial\u0131 v\u0259 optimal inki\u015faf yolu haqq\u0131nda proqnozlar yarad\u0131l\u0131r.<\/li>\n<\/ul>\n<p>Bununla bel\u0259, AI-n\u0131n t\u0259tbiqi yaln\u0131z texnologiyan\u0131n m\u00f6vcudlu\u011fundan as\u0131l\u0131 deyil, h\u0259m d\u0259 y\u00fcks\u0259k ixtisasl\u0131 m\u00fct\u0259x\u0259ssisl\u0259rin &#8211; data analitikl\u0259rinin v\u0259 idman elml\u0259ri m\u00fct\u0259x\u0259ssisl\u0259rinin birg\u0259 i\u015find\u0259n as\u0131l\u0131d\u0131r.<\/p>\n<h2>Az\u0259rbaycan Kontekstind\u0259 T\u0259tbiqin \u00c7\u0259tinlikl\u0259ri<\/h2>\n<p>\u0130nnovativ texnologiyalar\u0131n b\u00fct\u00fcn \u00fcst\u00fcnl\u00fckl\u0259rin\u0259 baxmayaraq, onlar\u0131n Az\u0259rbaycan idman sistemind\u0259 geni\u015f yay\u0131lmas\u0131 bir s\u0131ra spesifik \u00e7\u0259tinlikl\u0259rl\u0259 \u00fczl\u0259\u015fir. Bu \u00e7\u0259tinlikl\u0259r t\u0259kc\u0259 maliyy\u0259 il\u0259 ba\u011fl\u0131 deyil, h\u0259m d\u0259 m\u0259d\u0259ni, t\u0259hsil v\u0259 infrastruktur amill\u0259ri il\u0259 \u0259laq\u0259dard\u0131r.<\/p>\n<ol>\n<li><strong>M\u00fct\u0259x\u0259ssis \u00c7at\u0131\u015fmazl\u0131\u011f\u0131:<\/strong> \u0130dman analitikas\u0131 v\u0259 data elml\u0259ri sah\u0259sind\u0259 ixtisasla\u015fm\u0131\u015f yerli m\u00fct\u0259x\u0259ssisl\u0259rin say\u0131 m\u0259hduddur. Bu, texnologiyan\u0131n d\u00fczg\u00fcn ba\u015fa d\u00fc\u015f\u00fclm\u0259si v\u0259 effektiv t\u0259tbiqin\u0259 mane\u0259 t\u00f6r\u0259dir.<\/li>\n<li><strong>M\u0259lumatlar\u0131n Keyfiyy\u0259ti v\u0259 Standartla\u015fd\u0131r\u0131lmas\u0131:<\/strong> M\u00fcxt\u0259lif klublar v\u0259 federasiyalar t\u0259r\u0259find\u0259n toplanan m\u0259lumatlar\u0131n format\u0131 v\u0259 keyfiyy\u0259ti f\u0259rqlidir. \u00dcmumi bir milli m\u0259lumat standart\u0131n\u0131n v\u0259 m\u0259rk\u0259zl\u0259\u015fdirilmi\u015f platforman\u0131n olmamas\u0131, m\u0259lumatlar\u0131n m\u00fcqayis\u0259li t\u0259hlilini \u00e7\u0259tinl\u0259\u015fdirir.<\/li>\n<li><strong>\u0130lkin \u0130nvestisiya X\u0259rcl\u0259ri:<\/strong> Sensor avadanl\u0131qlar\u0131n\u0131n, proqram t\u0259minat\u0131n\u0131n v\u0259 server infrastrukturunun al\u0131nmas\u0131 \u00fc\u00e7\u00fcn \u0259h\u0259miyy\u0259tli v\u0259sait t\u0259l\u0259b olunur. Ki\u00e7ik b\u00fcdc\u0259li idman t\u0259\u015fkilatlar\u0131 \u00fc\u00e7\u00fcn bu, \u0259sas mane\u0259dir.<\/li>\n<li><strong>M\u0259d\u0259ni D\u0259yi\u015fiklik Ehtiyac\u0131:<\/strong> Bir \u00e7ox m\u0259\u015fq\u00e7i v\u0259 r\u0259hb\u0259r \u0259n\u0259n\u0259vi, intuisiya \u0259sasl\u0131 q\u0259rarlar q\u0259bul etm\u0259y\u0259 \u00fcst\u00fcnl\u00fck verir. Yeni texnologiyalara etibar\u0131n qazan\u0131lmas\u0131 v\u0259 onlar\u0131n g\u00fcnd\u0259lik t\u0259cr\u00fcb\u0259y\u0259 inteqrasiyas\u0131 zaman t\u0259l\u0259b ed\u0259n prosesdir.<\/li>\n<li><strong>G\u0259ncl\u0259rin T\u0259hsili:<\/strong> \u0130dman liseyl\u0259rind\u0259 v\u0259 akademiyalar\u0131nda data savadl\u0131l\u0131\u011f\u0131 v\u0259 \u0259sas analitik anlay\u0131\u015flar \u00fczr\u0259 t\u0259hsil proqramlar\u0131n\u0131n olmamas\u0131, g\u0259l\u0259c\u0259k n\u0259sil \u00fc\u00e7\u00fcn bo\u015fluq yarad\u0131r.<\/li>\n<li><strong>Texniki D\u0259st\u0259k v\u0259 Saxlama:<\/strong> M\u00fcr\u0259kk\u0259b sisteml\u0259rin daimi texniki d\u0259st\u0259yi v\u0259 yenil\u0259nm\u0259si laz\u0131md\u0131r. Bu xidm\u0259tl\u0259rin \u00f6lk\u0259 daxilind\u0259 m\u0259hdud olmas\u0131, xarici t\u0259chizat\u00e7\u0131lardan as\u0131l\u0131l\u0131\u011f\u0131 art\u0131ra bil\u0259r.<\/li>\n<\/ol>\n<h2>G\u0259l\u0259c\u0259k Perspektivl\u0259r v\u0259 \u0130nki\u015faf \u0130stiqam\u0259tl\u0259ri<\/h2>\n<p>Az\u0259rbaycan idman\u0131n\u0131n r\u0259q\u0259msal transformasiyas\u0131 davam ed\u0259c\u0259k. G\u0259l\u0259c\u0259kd\u0259 a\u015fa\u011f\u0131dak\u0131 istiqam\u0259tl\u0259rin diqq\u0259t m\u0259rk\u0259zind\u0259 olmas\u0131 g\u00f6zl\u0259nilir.<\/p>\n<p><strong>Milli \u0130dman M\u0259lumatlar\u0131 Platformas\u0131n\u0131n Yarad\u0131lmas\u0131:<\/strong> M\u0259rk\u0259zi h\u00f6kum\u0259t strukturlar\u0131n\u0131n v\u0259 idman federasiyalar\u0131n\u0131n birg\u0259 s\u0259yi il\u0259, standartla\u015fd\u0131r\u0131lm\u0131\u015f m\u0259lumatlar\u0131n topland\u0131\u011f\u0131 v\u0259 t\u0259hlil edildiyi vahid bir platforman\u0131n yarad\u0131lmas\u0131 b\u00f6y\u00fck add\u0131m ola bil\u0259r. Bu, h\u0259m milli komandalar\u0131n haz\u0131rl\u0131\u011f\u0131na, h\u0259m d\u0259 idman elminin inki\u015faf\u0131na k\u00f6m\u0259k ed\u0259c\u0259k.<\/p>\n<p><strong>Yerli M\u00fct\u0259x\u0259ssisl\u0259rin Haz\u0131rlanmas\u0131:<\/strong> Universitetl\u0259rin idman menecmenti, komp\u00fcter elml\u0259ri v\u0259 tibb ixtisaslar\u0131 \u00fczr\u0259 birg\u0259 magistr v\u0259 ya sertifikatla\u015fd\u0131rma proqramlar\u0131 t\u0259klif etm\u0259si, bazar\u0131n ehtiyac duydu\u011fu kadrlar\u0131n haz\u0131rlanmas\u0131n\u0131 s\u00fcr\u0259tl\u0259ndir\u0259 bil\u0259r. For a quick, neutral reference, see <a href=\"https:\/\/www.premierleague.com\/\">Premier League official site<\/a>.<\/p>\n<p><strong>Ki\u00e7ik Klublar \u00fc\u00e7\u00fcn S\u0259hmli H\u0259ll\u0259r:<\/strong> Bulud texnologiyalar\u0131 \u0259sas\u0131nda, a\u015fa\u011f\u0131 ayl\u0131q abun\u0259 haqq\u0131 il\u0259 ki\u00e7ik klublar\u0131n da \u0259sas analitik al\u0259tl\u0259rd\u0259n istifad\u0259 ed\u0259 bil\u0259c\u0259yi xidm\u0259tl\u0259rin yarad\u0131lmas\u0131 imkanlar\u0131 ara\u015fd\u0131r\u0131la bil\u0259r.<\/p>\n<p><strong>\u0130dman S\u0259nayesi il\u0259 Texnoloji Sektorun \u0130nteqrasiyas\u0131:<\/strong> Yerli IT \u015firk\u0259tl\u0259rinin idman analitikas\u0131 \u00fc\u00e7\u00fcn x\u00fcsusi h\u0259ll\u0259r haz\u0131rlamas\u0131 t\u0259\u015fviq edil\u0259 bil\u0259r. Bu, h\u0259m texnologiyan\u0131n yerli \u015f\u0259rait\u0259 uy\u011funla\u015fd\u0131r\u0131lmas\u0131na, h\u0259m d\u0259 iqtisadi diversifikasiyaya k\u00f6m\u0259k ed\u0259c\u0259k.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131 Az\u0259rbaycanda \u0130dman Analitikas\u0131 &#8211; Metrikalar, Modell\u0259r <a class=\"read-more\" href=\"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/idman-analitikasinda-ai-v-data-inqilabi\/\" title=\"Idman Analitikas\u0131nda AI v\u0259 Data \u0130nqilab\u0131\" itemprop=\"url\"><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"newstopic":[],"class_list":["post-1343","post","type-post","status-publish","format-standard","category-uncategorized"],"views":13,"_links":{"self":[{"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/posts\/1343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/comments?post=1343"}],"version-history":[{"count":1,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/posts\/1343\/revisions"}],"predecessor-version":[{"id":1344,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/posts\/1343\/revisions\/1344"}],"wp:attachment":[{"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/media?parent=1343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/categories?post=1343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/tags?post=1343"},{"taxonomy":"newstopic","embeddable":true,"href":"https:\/\/pusdikkowad.kodiklat-tniad.mil.id\/ppid\/wp-json\/wp\/v2\/newstopic?post=1343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}