{"id":202826,"date":"2026-03-02T17:10:05","date_gmt":"2026-03-02T08:10:05","guid":{"rendered":"https:\/\/www.pa-du-due.jp\/blog\/?p=202826"},"modified":"2026-03-04T04:16:52","modified_gmt":"2026-03-03T19:16:52","slug":"idman-proqnozlarinda-msul-yanasma-mlumat-thlil-v-intizam","status":"publish","type":"post","link":"https:\/\/www.pa-du-due.jp\/blog\/archives\/202826","title":{"rendered":"Idman proqnozlar\u0131nda m\u0259sul yana\u015fma – m\u0259lumat, t\u0259hlil v\u0259 intizam"},"content":{"rendered":"Idman proqnozlar\u0131nda m\u0259sul yana\u015fma – m\u0259lumat, t\u0259hlil v\u0259 intizam<\/title><\/p>\n<h1>Az\u0259rbaycanda idman proqnozlar\u0131n\u0131n qurulmas\u0131 – d\u00fczg\u00fcn m\u0259lumat m\u0259nb\u0259l\u0259ri v\u0259 psixoloji t\u0259l\u0259l\u0259r<\/h1>\n<p>\u0130dman t\u0259dbirl\u0259rinin n\u0259tic\u0259l\u0259rini proqnozla\u015fd\u0131rmaq t\u0259kc\u0259 h\u0259v\u0259s v\u0259 intuisiya deyil, sistemli yana\u015fma, etibarl\u0131 m\u0259lumatlar\u0131n t\u0259hlili v\u0259 \u015f\u0259xsi intizam t\u0259l\u0259b ed\u0259n bir prosesdir. Az\u0259rbaycanda bu sah\u0259 maraql\u0131 v\u0259 m\u00fcr\u0259kk\u0259b olsa da, bir \u00e7ox insanlar \u0259sas prinsipl\u0259ri n\u0259z\u0259r\u0259 almadan, m\u0259s\u0259l\u0259n, sad\u0259c\u0259 <a href=\"https:\/\/mainecoastworkshop.com\/\">mostbet giri\u015f<\/a> etdikd\u0259n sonra t\u0259sad\u00fcfi se\u00e7iml\u0259r\u0259 \u00fcst\u00fcnl\u00fck verirl\u0259r. Bu yaz\u0131da is\u0259 biz m\u0259suliyy\u0259tli proqnoz qurma metodologiyas\u0131na, istifad\u0259 oluna bil\u0259c\u0259k a\u00e7\u0131q m\u0259lumat m\u0259nb\u0259l\u0259rin\u0259, q\u0259rarlara t\u0259sir ed\u0259n psixoloji amill\u0259r\u0259 v\u0259 Az\u0259rbaycan kontekstind\u0259 vacib olan intizam qaydalar\u0131na diqq\u0259t yetir\u0259c\u0259yik.<\/p>\n<h2>Proqnozun \u0259sas\u0131 – hans\u0131 m\u0259lumat m\u0259nb\u0259l\u0259rin\u0259 etibar etm\u0259k olar<\/h2>\n<p>D\u0259qiq proqnozun ilk add\u0131m\u0131 keyfiyy\u0259tli v\u0259 obyektiv m\u0259lumat toplamaqd\u0131r. Az\u0259rbaycanda bir \u00e7ox m\u0259nb\u0259l\u0259r m\u00f6vcuddur, lakin onlar\u0131n etibarl\u0131l\u0131\u011f\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k vacibdir. M\u0259lumatlar\u0131n t\u0259hlili zaman\u0131 onlar\u0131n m\u00fcxt\u0259lifliyi v\u0259 bir-birini t\u0259kzib etm\u0259si yox, tamamlamas\u0131 arzuolunand\u0131r.<\/p>\n<p>Yerli v\u0259 beyn\u0259lxalq idman media orqanlar\u0131 tez-tez komandalar\u0131n formas\u0131, z\u0259d\u0259l\u0259r v\u0259 taktiki d\u0259yi\u015fiklikl\u0259r bar\u0259d\u0259 m\u0259lumat yay\u0131r. Lakin burada n\u0259\u015frin reputasiyas\u0131na v\u0259 m\u0259lumat\u0131n t\u0259krarlanma tezliyin\u0259 diqq\u0259t yetirm\u0259k laz\u0131md\u0131r. R\u0259smi idman federasiyalar\u0131n\u0131n v\u0259 klublar\u0131n saytlar\u0131 \u0259n d\u0259qiq m\u0259lumat m\u0259nb\u0259yi hesab oluna bil\u0259r.<\/p>\n<h3>A\u00e7\u0131q statistik m\u0259lumat bazalar\u0131<\/h3>\n<p>Statistika proqnozun \u0259sas dir\u0259yidir. Xo\u015fb\u0259xtlikd\u0259n, internetd\u0259 bir \u00e7ox pulsuz v\u0259 a\u00e7\u0131q statistik m\u0259lumat bazalar\u0131 var. Bu m\u0259nb\u0259l\u0259r komandalar\u0131n v\u0259 oyun\u00e7ular\u0131n performans g\u00f6st\u0259ricil\u0259rini, tarixi n\u0259tic\u0259l\u0259ri, ba\u015f-ba\u015fa qar\u015f\u0131la\u015fmalar\u0131n statistikas\u0131n\u0131 v\u0259 dig\u0259r k\u0259miyy\u0259t g\u00f6st\u0259ricil\u0259rini t\u0259qdim edir.<\/p>\n<ul>\n<li>Beyn\u0259lxalq idman statistikas\u0131 saytlar\u0131: Bu saytlar \u00e7ox vaxt d\u00fcnyan\u0131n apar\u0131c\u0131 liqalar\u0131 \u00fc\u00e7\u00fcn d\u0259rin statistik m\u0259lumatlar t\u0259qdim edir, o c\u00fcml\u0259d\u0259n g\u00f6zl\u0259nil\u0259n qollar (xG), topa sahiblik faizi, z\u0259rb\u0259l\u0259rin say\u0131 v\u0259 d\u0259qiqliyi kimi g\u00f6st\u0259ricil\u0259r.<\/li>\n<li>Az\u0259rbaycan Premyer Liqas\u0131 v\u0259 yerli \u00e7empionatlar \u00fc\u00e7\u00fcn r\u0259smi statistikalar: Az\u0259rbaycan Futbol Federasiyalar\u0131 Assosiasiyas\u0131n\u0131n (AFFA) r\u0259smi hesabatlar\u0131 v\u0259 m\u00fcxt\u0259lif idman portallar\u0131 yerli komandalar\u0131n performans\u0131n\u0131 izl\u0259m\u0259k \u00fc\u00e7\u00fcn \u0259sas m\u0259nb\u0259dir.<\/li>\n<li>\u0130dman elmi t\u0259dqiqatlar\u0131 v\u0259 analitik m\u0259rk\u0259zl\u0259rin n\u0259\u015frl\u0259ri: B\u0259zi universitetl\u0259r v\u0259 m\u00fcst\u0259qil t\u0259\u015fkilatlar idman t\u0259hlili \u00fczr\u0259 t\u0259dqiqatlar apar\u0131r v\u0259 n\u0259tic\u0259l\u0259rini ictimaiyy\u0259tl\u0259 b\u00f6l\u00fc\u015f\u00fcr.<\/li>\n<li>\u0130qlim v\u0259 atmosfer m\u0259lumatlar\u0131: X\u00fcsusil\u0259 a\u00e7\u0131q stadionlarda ke\u00e7iril\u0259n oyunlar \u00fc\u00e7\u00fcn hava \u015f\u0259raiti – temperatur, k\u00fcl\u0259k, ya\u011f\u0131\u015f – oyunun gedi\u015fin\u0259 \u0259h\u0259miyy\u0259tli t\u0259sir g\u00f6st\u0259r\u0259 bil\u0259r. Bu m\u0259lumatlar\u0131 meteoroloji xidm\u0259tl\u0259rd\u0259n \u0259ld\u0259 etm\u0259k olar.<\/li>\n<li>\u0130ctimai r\u0259y v\u0259 sosial media sentiment analizi: Bu, \u0259sas m\u0259nb\u0259 deyil, lakin komandan\u0131n v\u0259 azarke\u015fl\u0259rin \u00fcmumi psixoloji v\u0259ziyy\u0259tini anlamaq \u00fc\u00e7\u00fcn k\u00f6m\u0259k\u00e7i amil ola bil\u0259r.<\/li>\n<\/ul>\n<h2>Q\u0259rarlar\u0131m\u0131z\u0131 nec\u0259 t\u0259hrif ed\u0259n psixoloji t\u0259l\u0259l\u0259r<\/h2>\n<p>\u0130nsan beyni m\u00fcr\u0259kk\u0259b m\u0259lumatlar\u0131 emosiyalar v\u0259 q\u0131sa yollar vasit\u0259sil\u0259 sad\u0259l\u0259\u015fdirm\u0259y\u0259 meyllidir. Proqnoz qurark\u0259n bu psixoloji meyll\u0259r, kognitiv q\u0259r\u0259zl\u0259r, obyektiv t\u0259hlili ciddi \u015f\u0259kild\u0259 pozur. Onlar\u0131 tan\u0131maq onlar\u0131n t\u0259sirini z\u0259ifl\u0259tm\u0259yin ilk add\u0131m\u0131d\u0131r. For a quick, neutral reference, see <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<p>Bu q\u0259r\u0259zl\u0259rd\u0259n biri d\u0259 “\u0259vv\u0259lc\u0259d\u0259n g\u00f6r\u00fcl\u0259n n\u0259tic\u0259 q\u0259r\u0259zidir” – hadis\u0259 ba\u015f verdikd\u0259n sonra onun \u0259vv\u0259lc\u0259d\u0259n proqnozla\u015fd\u0131r\u0131la bil\u0259c\u0259yini d\u00fc\u015f\u00fcnm\u0259k. M\u0259s\u0259l\u0259n, ki\u00e7ik bir komanda b\u00f6y\u00fck komandan\u0131 m\u0259\u011flub etdikd\u0259, insanlar geriy\u0259 bax\u0131b “bunun \u0259lam\u0259tl\u0259ri var idi” deyirl\u0259r, halbuki \u0259slind\u0259 bu, statistik c\u0259h\u0259td\u0259n az ehtimal olunan bir n\u0259tic\u0259 idi.<\/p>\n<h3>\u018fn t\u0259hl\u00fck\u0259li kognitiv q\u0259r\u0259zl\u0259r v\u0259 onlarla nec\u0259 m\u00fcbariz\u0259 aparmaq<\/h3>\n<p>Bu q\u0259r\u0259zl\u0259ri tan\u0131maq v\u0259 onlar\u0131n t\u0259sirini minimuma endirm\u0259k \u00fc\u00e7\u00fcn x\u00fcsusi \u00fcsullar t\u0259tbiq etm\u0259k laz\u0131md\u0131r.<\/p>\n<ul>\n<li>T\u0259sdiq q\u0259r\u0259zi: Yaln\u0131z \u00f6z fikrimizi d\u0259st\u0259kl\u0259y\u0259n m\u0259lumatlara diqq\u0259t yetirm\u0259k, \u0259ks s\u00fcbutlar\u0131 is\u0259 g\u00f6rm\u0259m\u0259zlikd\u0259n g\u0259lm\u0259k. M\u00fcbariz\u0259 \u00fcsulu: H\u0259r bir proqnoz \u00fc\u00e7\u00fcn onun \u0259leyhin\u0259 olan \u0259n az\u0131 \u00fc\u00e7 \u0259sas arqument yazmaq.<\/li>\n<li>Sonluq effekti: Komandan\u0131n son bir ne\u00e7\u0259 oyunundak\u0131 n\u0259tic\u0259l\u0259r\u0259 h\u0259ddind\u0259n art\u0131q \u0259h\u0259miyy\u0259t verm\u0259k, b\u00fct\u00fcn m\u00f6vs\u00fcm \u0259rzind\u0259ki forman\u0131 v\u0259 dig\u0259r amill\u0259ri n\u0259z\u0259r\u0259 almamaq. M\u00fcbariz\u0259 \u00fcsulu: Daha uzun bir zaman interval\u0131n\u0131 (\u0259n az\u0131 10 oyun) v\u0259 m\u00fcxt\u0259lif turnirl\u0259rd\u0259ki performans\u0131 t\u0259hlil etm\u0259k.<\/li>\n<li>\u00d6z\u00fcn\u0259 inam art\u0131ql\u0131\u011f\u0131: \u00d6z bilik v\u0259 bacar\u0131qlar\u0131n\u0131 oldu\u011fundan y\u00fcks\u0259k qiym\u0259tl\u0259ndirm\u0259k v\u0259 riskl\u0259ri a\u015fa\u011f\u0131 qiym\u0259tl\u0259ndirm\u0259k. M\u00fcbariz\u0259 \u00fcsulu: H\u0259r bir proqnozun ehtimal faizini yazmaq v\u0259 sonradan bu t\u0259xminl\u0259rin n\u0259 q\u0259d\u0259r d\u0259qiq oldu\u011funu yoxlamaq.<\/li>\n<li>\u0130tki qorxusundan qa\u00e7ma q\u0259r\u0259zi: \u0130tki riski qazanmaq ehtimal\u0131ndan daha \u00e7ox psixoloji t\u0259sir g\u00f6st\u0259rir, bu da riskli, lakin m\u0259ntiqli proqnozlardan \u00e7\u0259kinm\u0259y\u0259 s\u0259b\u0259b olur. M\u00fcbariz\u0259 \u00fcsulu: Q\u0259rarlar\u0131 anl\u0131q emosiyalarla deyil, \u0259vv\u0259lc\u0259d\u0259n q\u0259bul edilmi\u015f strategiya v\u0259 meyarlar \u0259sas\u0131nda verm\u0259k.<\/li>\n<li>Ba\u011fl\u0131l\u0131q q\u0259r\u0259zi: \u00d6z sevimli komandam\u0131za v\u0259 ya tan\u0131d\u0131\u011f\u0131m\u0131z oyun\u00e7ulara qar\u015f\u0131 qeyri-obyektiv m\u00fcnasib\u0259t. M\u00fcbariz\u0259 \u00fcsulu: Proqnoz qurark\u0259n komandalar\u0131 r\u0259q\u0259ml\u0259r v\u0259 g\u00f6st\u0259ricil\u0259rl\u0259, \u015f\u0259xsi simpatiyalardan uzaq qiym\u0259tl\u0259ndirm\u0259k.<\/li>\n<li>M\u00f6vcudluq q\u0259r\u0259zi: Yadda qalan, dramatik v\u0259 ya yax\u0131n zamanda ba\u015f vermi\u015f hadis\u0259l\u0259ri daha \u00e7ox ehtimal olunan kimi q\u0259bul etm\u0259k. M\u00fcbariz\u0259 \u00fcsulu: Statistik m\u0259lumatlara, median v\u0259 orta g\u00f6st\u0259ricil\u0259r\u0259 \u00fcst\u00fcnl\u00fck verm\u0259k.<\/li>\n<\/ul>\n<h2>Proqnoz prosesind\u0259 intizam – Az\u0259rbaycan kontekstind\u0259 qaydalar<\/h2>\n<p>M\u0259lumat v\u0259 psixologiyan\u0131 idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn s\u0259rt bir \u00e7\u0259r\u00e7iv\u0259 v\u0259 daxili intizam laz\u0131md\u0131r. Bu, x\u00fcsusil\u0259 Az\u0259rbaycanda, idman m\u0259d\u0259niyy\u0259tinin g\u00fccl\u00fc oldu\u011fu, lakin b\u0259z\u0259n emosional q\u0259rarlar\u0131n \u00fcst\u00fcnl\u00fck t\u0259\u015fkil etdiyi bir m\u00fchitd\u0259 vacibdir. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\">VAR explained<\/a>.<\/p>\n<p>\u0130ntizam\u0131n \u0259sas prinsipi proqnozun \u015f\u0259xsi m\u0259nas\u0131n\u0131 v\u0259 h\u0259yat t\u0259rzin\u0259 t\u0259sirini m\u0259hdudla\u015fd\u0131rmaqd\u0131r. Bu, h\u0259m maliyy\u0259, h\u0259m d\u0259 vaxt bax\u0131m\u0131ndan ba\u015fa d\u00fc\u015f\u00fclm\u0259lidir.<\/p>\n<h3>\u015e\u0259xsi proqnoz protokolunun yarad\u0131lmas\u0131<\/h3>\n<p>H\u0259r bir proqnoz q\u0259rar\u0131 yaz\u0131l\u0131 formada, m\u00fc\u0259yy\u0259n bir formatda qeyd edilm\u0259lidir. Bu, emosional m\u00fcdaxil\u0259ni azald\u0131r v\u0259 geriy\u0259 bax\u0131b t\u0259hlil etm\u0259y\u0259 imkan verir.<\/p>\n<table>\n<thead>\n<tr>\n<th>Qeyd edil\u0259c\u0259k m\u0259lumat<\/th>\n<th>N\u00fcmun\u0259<\/th>\n<th>M\u0259qs\u0259d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>T\u0259dbirin tarixi v\u0259 ad\u0131<\/td>\n<td>28.10.2023, “Neft\u00e7i” – “Qaraba\u011f”<\/td>\n<td>Arxiv \u00fc\u00e7\u00fcn \u0259sas<\/td>\n<\/tr>\n<tr>\n<td>Se\u00e7ilmi\u015f n\u0259tic\u0259 v\u0259 \u0259sasland\u0131rma<\/td>\n<td>1X. “Neft\u00e7i”nin ev formas\u0131, “Qaraba\u011f”\u0131n Avropa liqas\u0131 yorgunlu\u011fu.<\/td>\n<td>Q\u0259rar\u0131n m\u0259ntiqi \u0259sas\u0131n\u0131 g\u00f6rm\u0259k<\/td>\n<\/tr>\n<tr>\n<td>\u0130stifad\u0259 olunan \u0259sas m\u0259lumat m\u0259nb\u0259l\u0259ri<\/td>\n<td>AFFA statistikas\u0131, komandalar\u0131n r\u0259smi saytlar\u0131, meteorologiya.<\/td>\n<td>M\u0259nb\u0259l\u0259rin etibarl\u0131l\u0131\u011f\u0131n\u0131 yoxlamaq<\/td>\n<\/tr>\n<tr>\n<td>M\u00fcmk\u00fcn q\u0259r\u0259zl\u0259r v\u0259 onlarla nec\u0259 m\u00fcbariz\u0259 apar\u0131ld\u0131\u011f\u0131<\/td>\n<td>“Qaraba\u011f”a qar\u015f\u0131 \u015f\u0259xsi simpatiya. Statistikaya diqq\u0259t.<\/td>\n<td>\u00d6z\u00fcn\u00fct\u0259nqid v\u0259 \u00f6yr\u0259nm\u0259<\/td>\n<\/tr>\n<tr>\n<td>Proqnozun ehtimal faizi (subyektiv)<\/td>\n<td>65%<\/td>\n<td>\u00d6z\u00fcn\u0259 inam s\u0259viyy\u0259sini qiym\u0259tl\u0259ndirm\u0259k<\/td>\n<\/tr>\n<tr>\n<td>N\u0259tic\u0259 v\u0259 qeydl\u0259r<\/td>\n<td>N\u0259tic\u0259: 1:1. Ev formas\u0131 amili do\u011fruland\u0131.<\/td>\n<td>N\u0259tic\u0259l\u0259ri t\u0259hlil etm\u0259k v\u0259 metodologiyan\u0131 t\u0259kmill\u0259\u015fdirm\u0259k<\/td>\n<\/tr>\n<tr>\n<td>Vaxt m\u0259hdudiyy\u0259ti<\/td>\n<td>T\u0259hlil\u0259 s\u0259rf olunan vaxt: 45 d\u0259qiq\u0259.<\/td>\n<td>Prosesin s\u0259m\u0259r\u0259liliyini yoxlamaq<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Maliyy\u0259 v\u0259 vaxt idar\u0259\u00e7iliyi prinsipl\u0259ri<\/h2>\n<p>Proqnoz f\u0259aliyy\u0259ti, \u0259g\u0259r o, m\u0259qs\u0259dli \u015f\u0259kild\u0259 apar\u0131l\u0131rsa, vaxt v\u0259 diqq\u0259t t\u0259l\u0259b edir. Bunlar\u0131 idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn ayd\u0131n qaydalar qoyulmal\u0131d\u0131r.<\/p>\n<ul>\n<li>H\u0259ft\u0259lik vaxt b\u00fcdc\u0259si: Proqnoz \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulan \u00fcmumi vaxt\u0131 m\u00fc\u0259yy\u0259n etm\u0259k. M\u0259s\u0259l\u0259n, h\u0259ft\u0259d\u0259 5 saatdan \u00e7ox olmamaq \u015f\u0259rti il\u0259. Bu, h\u0259yat\u0131n dig\u0259r sah\u0259l\u0259rin\u0259 t\u0259sir etm\u0259m\u0259y\u0259 imkan verir.<\/li>\n<li>M\u0259lumat m\u0259nb\u0259l\u0259rinin prioritetl\u0259\u015fdirilm\u0259si: B\u00fct\u00fcn m\u00f6vcud m\u0259lumatlar\u0131 oxuma\u011fa \u00e7al\u0131\u015fmaq \u0259v\u0259zin\u0259, \u0259vv\u0259lc\u0259d\u0259n se\u00e7ilmi\u015f \u0259n etibarl\u0131 3-4 m\u0259nb\u0259y\u0259 diqq\u0259t yetirm\u0259k.<\/li>\n<li>Avtomatla\u015fd\u0131rma al\u0259tl\u0259rinin istifad\u0259si: Statistik m\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 ilkin t\u0259hlili \u00fc\u00e7\u00fcn sad\u0259 c\u0259dv\u0259ll\u0259r v\u0259 ya proqramlar yaratmaq (m\u0259s\u0259l\u0259n, Excel c\u0259dv\u0259ll\u0259ri), bu da vaxta q\u0259na\u0259t etdirir.<\/li>\n<li>Emosional v\u0259ziyy\u0259tin monitorinqi: Yor\u011fun, k\u0259d\u0259rli v\u0259 ya h\u0259ddind\u0259n art\u0131q h\u0259y\u0259canl\u0131 olduqda m\u00fch\u00fcm q\u0259rarlar verm\u0259kd\u0259n \u00e7\u0259kinm\u0259k. Proqnoz qurmaq sakit v\u0259 diqq\u0259tli a\u011f\u0131l t\u0259l\u0259b edir.<\/li>\n<li>M\u00fct\u0259madi fasil\u0259l\u0259r v\u0259 t\u0259hlil: H\u0259r ay \u00f6z proqnoz protokolunu n\u0259z\u0259rd\u0259n ke\u00e7irib, u\u011fur v\u0259 u\u011fursuzluqlar\u0131n s\u0259b\u0259bl\u0259rini ara\u015fd\u0131rmaq. Hans\u0131 m\u0259lumat m\u0259nb\u0259l\u0259rinin daha faydal\u0131 oldu\u011funu, hans\u0131 q\u0259r\u0259zl\u0259rin daha \u00e7ox t\u0259sir etdiyini m\u00fc\u0259yy\u0259n etm\u0259k.<\/li>\n<li>Komanda yox, t\u0259hlil \u00fczr\u0259 ixtisasla\u015fma: B\u00fct\u00fcn liqalar\u0131 eyni d\u0259r\u0259c\u0259d\u0259 yax\u015f\u0131 bilm\u0259k m\u00fcmk\u00fcn deyil. Buna g\u00f6r\u0259 d\u0259 bir v\u0259 ya iki liqada, h\u0259tta bir ne\u00e7\u0259 komandada d\u0259rin ixtisasla\u015fmaq daha s\u0259m\u0259r\u0259li ola bil\u0259r.<\/li>\n<\/ul>\n<h2>Texnologiyan\u0131n rolu v\u0259 onun m\u0259hdudiyy\u0259tl\u0259ri<\/h2>\n<p>M\u00fcasir texnologiyalar idman t\u0259hlili \u00fc\u00e7\u00fcn geni\u015f imkanlar a\u00e7\u0131r. Lakin onlar sehrli al\u0259t deyil, yaln\u0131z t\u0259hlil\u00e7inin q\u0259rar\u0131n\u0131 d\u0259st\u0259kl\u0259y\u0259n vasit\u0259l\u0259rdir.<\/p>\n<p>M\u0259s\u0259l\u0259n, ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri v\u0259 AI al\u0259tl\u0259ri b\u00f6y\u00fck h\u0259cmd\u0259 statistik m\u0259lumatlar\u0131 emal ed\u0259 v\u0259 m\u00fc\u0259yy\u0259n n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n ed\u0259 bil\u0259r. Lakin bu modell\u0259r ke\u00e7mi\u015f m\u0259lumatlarla i\u015fl\u0259yir<\/p>\n<p>Onlar g\u00f6zl\u0259nilm\u0259z hadis\u0259l\u0259ri, oyun\u00e7ular\u0131n psixoloji v\u0259ziyy\u0259tini v\u0259 ya hakiml\u0259rin subyektiv q\u0259rarlar\u0131n\u0131 tam proqnozla\u015fd\u0131ra bilmirl\u0259r. Texnologiya t\u0259hlil\u0259 d\u0259qiqlik g\u0259tir\u0259 bil\u0259r, lakin son q\u0259rar h\u0259mi\u015f\u0259 insan m\u00fchakim\u0259sin\u0259 \u0259saslanmal\u0131d\u0131r.<\/p>\n<p>M\u0259lumat bazalar\u0131 v\u0259 analitik platformalar \u00e7oxlu m\u0259lumat t\u0259qdim edir. Burada \u0259sas m\u0259qs\u0259d m\u0259lumat\u0131n miqdar\u0131 deyil, onun keyfiyy\u0259tli \u015f\u0259kild\u0259 se\u00e7ilm\u0259si v\u0259 \u015f\u0259rh edilm\u0259sidir. Sad\u0259 hesablama vasit\u0259l\u0259ri d\u0259, m\u00fcr\u0259kk\u0259b alqoritml\u0259r d\u0259 yaln\u0131z d\u00fczg\u00fcn istifad\u0259 olunduqda faydal\u0131d\u0131r.<\/p>\n<p>Proqnozla\u015fd\u0131rma prosesind\u0259 texnikan\u0131n k\u00f6m\u0259yi qiym\u0259tlidir, lakin o, t\u0259cr\u00fcb\u0259, m\u0259ntiq v\u0259 intuisiyan\u0131 \u0259v\u0259z etmir. U\u011furlu yana\u015fma texnoloji imkanlarla insan t\u0259hlilinin harmoniyas\u0131nda yaran\u0131r.<\/p>\n<p>Bu prinsipl\u0259r\u0259 \u0259m\u0259l etm\u0259k, proqnoz f\u0259aliyy\u0259tini daha nizaml\u0131 v\u0259 m\u0259qs\u0259dy\u00f6nl\u00fc hala g\u0259tirir. N\u0259tic\u0259 t\u0259sad\u00fcfl\u0259rd\u0259n as\u0131l\u0131 olmayan, daha g\u00fccl\u00fc t\u0259hlil \u0259sas\u0131nda qurulan daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259l\u0259r ola bil\u0259r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Idman proqnozlar\u0131nda m\u0259sul yana\u015fma – m\u0259lumat, t\u0259hlil v\u0259 intizam Az\u0259rbaycanda idman proqnozlar\u0131n\u0131n qurulm […]<\/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-202826","post","type-post","status-publish","format-standard","hentry","category-rino"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/posts\/202826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/comments?post=202826"}],"version-history":[{"count":1,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/posts\/202826\/revisions"}],"predecessor-version":[{"id":202827,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/posts\/202826\/revisions\/202827"}],"wp:attachment":[{"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/media?parent=202826"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/categories?post=202826"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pa-du-due.jp\/blog\/wp-json\/wp\/v2\/tags?post=202826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}