{"id":34286,"date":"2026-08-10T11:08:05","date_gmt":"2026-08-10T11:08:05","guid":{"rendered":"http:\/\/valhallavitality.org\/?p=34286"},"modified":"2026-08-11T18:20:13","modified_gmt":"2026-08-11T18:20:13","slug":"pinco-il-mlumat-analitikasi-nec-dogru-oxunur","status":"publish","type":"post","link":"http:\/\/valhallavitality.org\/index.php\/2026\/08\/10\/pinco-il-mlumat-analitikasi-nec-dogru-oxunur\/","title":{"rendered":"pinco il\u0259 m\u0259lumat analitikas\u0131 nec\u0259 do\u011fru oxunur"},"content":{"rendered":"<p><title>pinco il\u0259 m\u0259lumat analitikas\u0131 nec\u0259 do\u011fru oxunur<\/title><\/p>\n<h1>pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn r\u0259q\u0259msal metrikalar\u0131n real d\u0259y\u0259ri<\/h1>\n<p>Az\u0259rbaycanda onlayn xidm\u0259tl\u0259rd\u0259n istifad\u0259 ed\u0259rk\u0259n tez-tez rast g\u0259lin\u0259n problem odur ki, biz statistik g\u00f6st\u0259ricil\u0259ri s\u0259hv \u015f\u0259rh edirik. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn d\u0259 bu m\u0259s\u0259l\u0259 kritikdir, \u00e7\u00fcnki h\u0259r bir r\u0259q\u0259m arxas\u0131nda real m\u0259lumat ax\u0131n\u0131 dayan\u0131r. M\u0259n siz\u0259 g\u00f6st\u0259r\u0259c\u0259y\u0259m ki, <a href=\"https:\/\/cubesensors.com\/\">https:\/\/cubesensors.com\/<\/a> kimi sensor m\u0259lumatlar\u0131 il\u0259 i\u015fl\u0259y\u0259n servisl\u0259rin t\u0259qdim etdiyi metrikalar\u0131 analitik bax\u0131mdan nec\u0259 qiym\u0259tl\u0259ndirm\u0259k laz\u0131md\u0131r. Bu yaz\u0131da biz xam r\u0259q\u0259ml\u0259ri deyil, onlar\u0131n arxas\u0131ndak\u0131 tendensiyalar\u0131 \u00f6yr\u0259n\u0259c\u0259yik.<\/p>\n<h2>pinco istifad\u0259\u00e7isi niy\u0259 sensor m\u0259lumatlar\u0131na diqq\u0259t etm\u0259lidir<\/h2>\n<p>Bir \u00e7ox istifad\u0259\u00e7i hesab edir ki, sensor m\u0259lumatlar\u0131 yaln\u0131z texniki m\u00fct\u0259x\u0259ssisl\u0259r \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulub. Ancaq pinco il\u0259 i\u015fl\u0259y\u0259nl\u0259r \u00fc\u00e7\u00fcn bu m\u0259lumatlar \u0259lav\u0259 d\u0259y\u0259r yarad\u0131r. \u018fg\u0259r siz m\u0259lumatlar\u0131n toplanma s\u00fcr\u0259tini, d\u0259yi\u015fk\u0259nliyini v\u0259 etibarl\u0131l\u0131\u011f\u0131n\u0131 anlaya bilirsinizs\u0259, o zaman xidm\u0259tin \u00fcmumi i\u015f prinsipl\u0259rini d\u0259 daha yax\u015f\u0131 qavray\u0131rs\u0131n\u0131z.<\/p>\n<ul>\n<li>Sensor m\u0259lumatlar\u0131 real vaxt rejimind\u0259 yenil\u0259nir v\u0259 bu, q\u0259rar q\u0259bul etm\u0259 s\u00fcr\u0259tini art\u0131r\u0131r<\/li>\n<li>H\u0259r bir \u00f6l\u00e7\u00fc n\u00f6qt\u0259si m\u00fcst\u0259qil d\u0259yi\u015f\u0259n kimi qiym\u0259tl\u0259ndirilm\u0259lidir<\/li>\n<li>M\u0259lumatlar aras\u0131nda korrelyasiya h\u0259mi\u015f\u0259 s\u0259b\u0259b-n\u0259tic\u0259 \u0259laq\u0259si dem\u0259k deyil<\/li>\n<li>Zaman seriyalar\u0131 \u00fcz\u0259rind\u0259 i\u015fl\u0259y\u0259rk\u0259n m\u00f6vs\u00fcmi d\u0259yi\u015fiklikl\u0259r n\u0259z\u0259r\u0259 al\u0131nmal\u0131d\u0131r<\/li>\n<li>pinco xidm\u0259tind\u0259 m\u0259lumatlar\u0131n gecikm\u0259 m\u00fcdd\u0259ti vacib g\u00f6st\u0259ricidir<\/li>\n<li>Sensor m\u0259lumatlar\u0131n\u0131n d\u0259qiqliyi \u00f6l\u00e7\u00fc interval\u0131ndan as\u0131l\u0131d\u0131r<\/li>\n<li>M\u0259lumatlar\u0131n miqdar\u0131 keyfiyy\u0259ti \u0259v\u0259z etmir<\/li>\n<li>H\u0259r bir sensorun kalibrasiya tarixi analiz \u00fc\u00e7\u00fcn vacib kontekst yarad\u0131r<\/li>\n<li>Uzaqdan idar\u0259 olunan sisteml\u0259rd\u0259 rabit\u0259 kanal\u0131n\u0131n stabilliyi m\u0259lumat keyfiyy\u0259tin\u0259 t\u0259sir edir<\/li>\n<li>M\u0259lumatlardak\u0131 ani s\u0131\u00e7ray\u0131\u015flar \u00e7ox vaxt texniki nasazl\u0131q dem\u0259kdir<\/li>\n<\/ul>\n<h2>Statistik g\u00f6st\u0259ricil\u0259ri pinco kontekstind\u0259 nec\u0259 oxumaq laz\u0131md\u0131r<\/h2>\n<p>\u0130st\u0259nil\u0259n r\u0259q\u0259msal m\u0259lumat ax\u0131n\u0131 il\u0259 i\u015fl\u0259y\u0259rk\u0259n \u0259sas m\u0259qs\u0259d ba\u015f ver\u0259n prosesl\u0259ri anlamaqd\u0131r. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn bu, o dem\u0259kdir ki, biz yaln\u0131z son n\u0259tic\u0259y\u0259 deyil, prosesin dinamikas\u0131na baxmal\u0131y\u0131q. M\u0259s\u0259l\u0259n, \u0259g\u0259r m\u0259lumatlar\u0131n orta d\u0259y\u0259ri sabit qal\u0131rsa, lakin dispersiya art\u0131rsa, bu, sistemd\u0259 qeyri-stabillik \u0259lam\u0259tidir.<\/p>\n<p>M\u0259n siz\u0259 t\u00f6vsiy\u0259 edir\u0259m ki, h\u0259r bir metrik \u00fczr\u0259 \u00fc\u00e7 \u0259sas parametri izl\u0259y\u0259siniz: orta qiym\u0259t, standart k\u0259narla\u015fma v\u0259 d\u0259yi\u015fm\u0259 \u0259msal\u0131. Bu \u00fc\u00e7 g\u00f6st\u0259rici birlikd\u0259 m\u0259lumat\u0131n davran\u0131\u015f\u0131n\u0131 tam t\u0259svir edir. Orta qiym\u0259t biz\u0259 \u00fcmumi s\u0259viyy\u0259ni, standart k\u0259narla\u015fma m\u0259lumat\u0131n yay\u0131lmas\u0131n\u0131, d\u0259yi\u015fm\u0259 \u0259msal\u0131 is\u0259 nisbi qeyri-sabitliyi g\u00f6st\u0259rir.<\/p>\n<h2>pinco il\u0259 i\u015fl\u0259y\u0259rk\u0259n m\u0259lumat t\u0259hlilind\u0259 \u0259n \u00e7ox yol veril\u0259n s\u0259hvl\u0259r<\/h2>\n<p>Analitik d\u00fc\u015f\u00fcnc\u0259 t\u0259rzi formala\u015fd\u0131rmaq \u00fc\u00e7\u00fcn \u0259vv\u0259lc\u0259 tipik s\u0259hvl\u0259ri tan\u0131mal\u0131y\u0131q. pinco istifad\u0259\u00e7il\u0259ri \u00e7ox vaxt m\u0259lumatlar\u0131 \u00fcmumil\u0259\u015fdir\u0259rk\u0259n konteksti itirirl\u0259r. Bu b\u00f6lm\u0259d\u0259 biz be\u015f \u0259sas s\u0259hvi n\u0259z\u0259rd\u0259n ke\u00e7ir\u0259c\u0259yik v\u0259 onlar\u0131n qar\u015f\u0131s\u0131n\u0131 alma\u011f\u0131n yollar\u0131n\u0131 g\u00f6st\u0259r\u0259c\u0259yik.<\/p>\n<ol>\n<li>\u0130lk s\u0259hv &#8211; t\u0259k bir m\u0259lumat n\u00f6qt\u0259sin\u0259 \u0259saslanaraq q\u0259rar verm\u0259k. H\u0259r zaman minimum 30 \u00f6l\u00e7\u00fc toplamaq laz\u0131md\u0131r<\/li>\n<li>\u0130kinci s\u0259hv &#8211; zaman interval\u0131n\u0131 n\u0259z\u0259r\u0259 almamaq. M\u0259lumatlar\u0131n topland\u0131\u011f\u0131 d\u00f6vr \u0259rzind\u0259 xarici \u015f\u0259rtl\u0259r d\u0259yi\u015f\u0259 bil\u0259r<\/li>\n<li>\u00dc\u00e7\u00fcnc\u00fc s\u0259hv &#8211; m\u0259lumatlar\u0131 s\u00fczg\u0259cd\u0259n ke\u00e7irm\u0259d\u0259n xam formada istifad\u0259 etm\u0259k. K\u0259nar d\u0259y\u0259rl\u0259r (outlier) analizi korlaya bil\u0259r<\/li>\n<li>D\u00f6rd\u00fcnc\u00fc s\u0259hv &#8211; yaln\u0131z son d\u0259yi\u015fikliy\u0259 fokuslanmaq v\u0259 uzunm\u00fcdd\u0259tli trendi g\u00f6rm\u0259m\u0259k<\/li>\n<li>Be\u015finci s\u0259hv &#8211; m\u0259lumatlar\u0131n d\u0259qiqliyi il\u0259 onun \u0259h\u0259miyy\u0259tini qar\u0131\u015fd\u0131rmaq. H\u0259r d\u0259qiq r\u0259q\u0259m strateji \u0259h\u0259miyy\u0259t da\u015f\u0131m\u0131r<\/li>\n<\/ol>\n<h2>pinco \u00fc\u00e7\u00fcn m\u0259lumat keyfiyy\u0259tinin qiym\u0259tl\u0259ndirilm\u0259si meyarlar\u0131<\/h2>\n<p>\u0130st\u0259nil\u0259n analitik i\u015f \u00fc\u00e7\u00fcn ilkin \u015f\u0259rt m\u0259lumat keyfiyy\u0259tinin m\u00fc\u0259yy\u0259n edilm\u0259sidir. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn bu meyarlar x\u00fcsusi \u0259h\u0259miyy\u0259t k\u0259sb edir, \u00e7\u00fcnki xidm\u0259tin effektivliyi birba\u015fa m\u0259lumatlar\u0131n d\u0259qiqliyind\u0259n as\u0131l\u0131d\u0131r. A\u015fa\u011f\u0131dak\u0131 c\u0259dv\u0259ld\u0259 \u0259sas keyfiyy\u0259t g\u00f6st\u0259ricil\u0259rini v\u0259 onlar\u0131n analiz \u00fc\u00e7\u00fcn \u0259h\u0259miyy\u0259tini tapa bil\u0259rsiniz.<\/p>\n<table>\n<thead>\n<tr>\n<th>Meyar<\/th>\n<th>T\u0259svir<\/th>\n<th>Analizd\u0259 rolu<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Tamaml\u0131q<\/td>\n<td>M\u0259lumatlar\u0131n n\u0259 q\u0259d\u0259rinin topland\u0131\u011f\u0131<\/td>\n<td>\u018fskik m\u0259lumatlar n\u0259tic\u0259ni t\u0259hrif edir<\/td>\n<\/tr>\n<tr>\n<td>Vaxt\u0131nda t\u0259qdim olunma<\/td>\n<td>M\u0259lumat\u0131n qeyd\u0259 al\u0131nma an\u0131 il\u0259 istifad\u0259 an\u0131 aras\u0131ndak\u0131 f\u0259rq<\/td>\n<td>Gecikm\u0259 kritik q\u0259rarlar\u0131 yanl\u0131\u015f ed\u0259 bil\u0259r<\/td>\n<\/tr>\n<tr>\n<td>D\u0259qiqlik<\/td>\n<td>\u00d6l\u00e7m\u0259 d\u0259y\u0259rinin real d\u0259y\u0259r\u0259 yax\u0131nl\u0131\u011f\u0131<\/td>\n<td>A\u015fa\u011f\u0131 d\u0259qiqlik etibars\u0131z n\u0259tic\u0259l\u0259r verir<\/td>\n<\/tr>\n<tr>\n<td>Ard\u0131c\u0131ll\u0131q<\/td>\n<td>Eyni \u015f\u0259rtl\u0259r alt\u0131nda t\u0259krar \u00f6l\u00e7m\u0259l\u0259rin uy\u011funlu\u011fu<\/td>\n<td>Uy\u011funsuzluq sistem nasazl\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir<\/td>\n<\/tr>\n<tr>\n<td>Vaxt seriyas\u0131n\u0131n uzunlu\u011fu<\/td>\n<td>M\u0259lumat\u0131n topland\u0131\u011f\u0131 d\u00f6vr\u00fcn m\u00fcdd\u0259ti<\/td>\n<td>Q\u0131sa seriyalar trendi m\u00fc\u0259yy\u0259n etm\u0259y\u0259 imkan vermir<\/td>\n<\/tr>\n<tr>\n<td>M\u0259lumat m\u0259nb\u0259yinin etibarl\u0131l\u0131\u011f\u0131<\/td>\n<td>Sensordan g\u0259l\u0259n siqnal\u0131n stabil olmas\u0131<\/td>\n<td>Etibars\u0131z m\u0259nb\u0259 b\u00fct\u00fcn analizi \u015f\u00fcbh\u0259 alt\u0131na al\u0131r<\/td>\n<\/tr>\n<tr>\n<td>\u015ekala uy\u011funlu\u011fu<\/td>\n<td>M\u0259lumatlar\u0131n vahid formatda saxlanmas\u0131<\/td>\n<td>F\u0259rqli \u015fkalalar m\u00fcqayis\u0259ni \u00e7\u0259tinl\u0259\u015fdirir<\/td>\n<\/tr>\n<tr>\n<td>M\u00f6vs\u00fcmi d\u0259yi\u015fk\u0259nlik<\/td>\n<td>\u0130l \u0259rzind\u0259 m\u0259lumatlardak\u0131 t\u0259bii dal\u011falanmalar<\/td>\n<td>M\u00f6vs\u00fcm\u00fc n\u0259z\u0259r\u0259 almadan n\u0259tic\u0259 yanl\u0131\u015f olur<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn m\u0259lumatlarla i\u015fl\u0259m\u0259 qaydas\u0131<\/h2>\n<p>\u0130ndi is\u0259 g\u0259lin praktik add\u0131mlara ke\u00e7\u0259k. pinco il\u0259 i\u015fl\u0259y\u0259rk\u0259n m\u0259lumatlar\u0131 d\u00fczg\u00fcn t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn m\u0259n siz\u0259 be\u015f add\u0131ml\u0131q proses t\u0259klif edir\u0259m. Bu proses h\u0259r bir istifad\u0259\u00e7inin g\u00fcnd\u0259lik f\u0259aliyy\u0259tin\u0259 inteqrasiya edil\u0259 bil\u0259r.<\/p>\n<p>Birinci add\u0131m &#8211; m\u0259lumatlar\u0131n toplanma \u015f\u0259rtl\u0259rini qeyd etm\u0259k. \u0130kinci add\u0131m &#8211; xam m\u0259lumatlar\u0131 t\u0259mizl\u0259m\u0259k v\u0259 k\u0259nar d\u0259y\u0259rl\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k. \u00dc\u00e7\u00fcnc\u00fc add\u0131m &#8211; \u0259sas statistik g\u00f6st\u0259ricil\u0259ri hesablamaq. D\u00f6rd\u00fcnc\u00fc add\u0131m &#8211; n\u0259tic\u0259l\u0259ri zaman \u00e7\u0259r\u00e7iv\u0259sind\u0259 m\u00fcqayis\u0259 etm\u0259k. Be\u015finci add\u0131m &#8211; \u0259ld\u0259 olunan n\u0259tic\u0259l\u0259ri q\u0259rar q\u0259bul etm\u0259 prosesind\u0259 istifad\u0259 etm\u0259k.<\/p>\n<h2>pinco \u00fczr\u0259 m\u0259lumat analizinin praktik n\u00fcmun\u0259si<\/h2>\n<p>F\u0259rz ed\u0259k ki, siz pinco xidm\u0259tinin bir ay \u0259rzind\u0259 toplad\u0131\u011f\u0131 m\u0259lumatlar \u0259sas\u0131nda sistemin stabil i\u015fl\u0259m\u0259sini qiym\u0259tl\u0259ndirm\u0259k ist\u0259yirsiniz. \u0130lk \u00f6nc\u0259 siz g\u00fcnd\u0259lik \u00f6l\u00e7m\u0259l\u0259rin orta d\u0259y\u0259rini hesablamal\u0131s\u0131n\u0131z. Sonra h\u0259ft\u0259lik alt qruplar \u00fczr\u0259 orta d\u0259y\u0259rl\u0259ri m\u00fcqayis\u0259 etm\u0259kl\u0259 daxili d\u0259yi\u015fk\u0259nliyi a\u015fkarlayacaqs\u0131n\u0131z.<\/p>\n<p>M\u0259nim t\u00f6vsiy\u0259m budur ki, h\u0259r h\u0259ft\u0259nin sonunda m\u0259lumatlar\u0131n bir h\u0259ft\u0259lik d\u0259yi\u015fm\u0259 \u0259msal\u0131n\u0131 hesablay\u0131n. \u018fg\u0259r bu \u0259msal 10 faizd\u0259n yuxar\u0131 qalxarsa, bu, sistemd\u0259 qeyri-adi prosesl\u0259rin ba\u015f verdiyin\u0259 i\u015far\u0259dir. pinco il\u0259 i\u015fl\u0259y\u0259n h\u0259r bir analitik \u00fc\u00e7\u00fcn bu tip g\u00f6st\u0259ricil\u0259r q\u0259rar q\u0259bul etm\u0259d\u0259n \u0259vv\u0259l yoxlan\u0131lmal\u0131d\u0131r.<\/p>\n<h2>pinco istifad\u0259\u00e7il\u0259rinin m\u0259lumat t\u0259hlilind\u0259 suallar\u0131na cavablar<\/h2>\n<p>A\u015fa\u011f\u0131da pinco istifad\u0259\u00e7il\u0259rinin \u0259n \u00e7ox verdiyi suallara statistik bax\u0131mdan cavab verm\u0259y\u0259 \u00e7al\u0131\u015faca\u011fam. Bu cavablar yaln\u0131z m\u0259lumatlar\u0131n d\u00fczg\u00fcn \u015f\u0259rh olunmas\u0131na k\u00f6m\u0259k ed\u0259c\u0259k, he\u00e7 bir halda g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259rin z\u0259man\u0259ti deyil.<\/p>\n<h3>M\u0259lumatlar\u0131n orta d\u0259y\u0259ri n\u0259 vaxt etibarl\u0131 say\u0131l\u0131r?<\/h3>\n<p>pinco \u00fcz\u0259rind\u0259 i\u015fl\u0259y\u0259rk\u0259n orta d\u0259y\u0259rin etibarl\u0131l\u0131\u011f\u0131 n\u00fcmun\u0259nin \u00f6l\u00e7\u00fcs\u00fcnd\u0259n v\u0259 d\u0259yi\u015fk\u0259nlikd\u0259n as\u0131l\u0131d\u0131r. \u018fg\u0259r sizin 100-d\u0259n \u00e7ox \u00f6l\u00e7m\u0259niz varsa v\u0259 d\u0259yi\u015fm\u0259 \u0259msal\u0131 20 faizd\u0259n azd\u0131rsa, orta d\u0259y\u0259r nisb\u0259t\u0259n etibarl\u0131 hesab edil\u0259 bil\u0259r. Lakin bu, he\u00e7 bir halda g\u0259l\u0259c\u0259k d\u0259y\u0259rl\u0259rin d\u0259qiq proqnozu deyil, yaln\u0131z m\u00f6vcud m\u0259lumatlar\u0131n t\u0259sviridir.<\/p>\n<h3>Sensor m\u0259lumatlar\u0131nda k\u0259nar d\u0259y\u0259rl\u0259ri nec\u0259 m\u00fc\u0259yy\u0259n etm\u0259k olar?<\/h3>\n<p>K\u0259nar d\u0259y\u0259rl\u0259ri tapmaq \u00fc\u00e7\u00fcn standart k\u0259narla\u015fma metodundan istifad\u0259 etm\u0259k olar. \u018fg\u0259r bir \u00f6l\u00e7m\u0259 orta d\u0259y\u0259rd\u0259n \u00fc\u00e7 standart k\u0259narla\u015fma q\u0259d\u0259r uzaqd\u0131rsa, onu k\u0259nar d\u0259y\u0259r kimi qeyd etm\u0259k laz\u0131md\u0131r. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn bu, texniki nasazl\u0131qlar\u0131n erk\u0259n a\u015fkarlanmas\u0131 \u00fc\u00e7\u00fcn faydal\u0131 vasit\u0259dir.<\/p>\n<h3>M\u0259lumatlar\u0131n trendini m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn n\u0259 etm\u0259li?<\/h3>\n<p>Trend analizi \u00fc\u00e7\u00fcn \u0259n sad\u0259 \u00fcsul h\u0259r\u0259k\u0259tli orta d\u0259y\u0259rl\u0259ri hesablamaqd\u0131r. M\u0259s\u0259l\u0259n, yeddi g\u00fcnl\u00fck h\u0259r\u0259k\u0259tli orta d\u0259y\u0259rl\u0259ri g\u00fcnd\u0259lik m\u0259lumatlarla m\u00fcqayis\u0259 etm\u0259kl\u0259 q\u0131sam\u00fcdd\u0259tli dal\u011falanmalar\u0131 aradan qald\u0131r\u0131b uzunm\u00fcdd\u0259tli istiqam\u0259ti g\u00f6r\u0259 bil\u0259rsiniz. pinco il\u0259 i\u015fl\u0259y\u0259rk\u0259n bu metod m\u0259lumatlar\u0131n s\u0259s-k\u00fcy\u00fcnd\u0259n t\u0259mizl\u0259nm\u0259sin\u0259 k\u00f6m\u0259k edir.<\/p>\n<h3>M\u0259lumatlardak\u0131 d\u0259yi\u015fiklikl\u0259r n\u0259 vaxt \u0259h\u0259miyy\u0259tli say\u0131l\u0131r?<\/h3>\n<p>\u018fh\u0259miyy\u0259tlilik anlay\u0131\u015f\u0131 statistik testl\u0259rl\u0259 m\u00fc\u0259yy\u0259n edilir. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn \u0259n sad\u0259 yana\u015fma iki d\u00f6vr\u00fcn orta d\u0259y\u0259rl\u0259rini m\u00fcqayis\u0259 etm\u0259k v\u0259 onlar\u0131n f\u0259rqinin standart s\u0259hvini hesablamaqd\u0131r. \u018fg\u0259r f\u0259rq standart s\u0259hvin iki qat\u0131ndan b\u00f6y\u00fckd\u00fcrs\u0259, bu d\u0259yi\u015fiklik \u00e7ox g\u00fcman ki, t\u0259sad\u00fcfi deyil.<\/p>\n<h2>pinco il\u0259 m\u0259lumat t\u0259hlilind\u0259 d\u00fczg\u00fcn n\u0259tic\u0259 \u00e7\u0131xarma prinsipl\u0259ri<\/h2>\n<p>Son olaraq, m\u0259n pinco istifad\u0259\u00e7il\u0259rin\u0259 m\u0259lumat analizind\u0259 d\u00fczg\u00fcn n\u0259tic\u0259 \u00e7\u0131xarmaq \u00fc\u00e7\u00fcn bir ne\u00e7\u0259 prinsip t\u0259qdim etm\u0259k ist\u0259yir\u0259m. Bu prinsipl\u0259r siz\u0259 yaln\u0131z r\u0259q\u0259ml\u0259ri deyil, onlar\u0131n arxas\u0131ndak\u0131 prosesl\u0259ri an<\/p>\n<p>lama\u011fa k\u00f6m\u0259k ed\u0259c\u0259k. \u0130lk prinsip, h\u0259r bir n\u0259tic\u0259ni m\u0259lumat\u0131n toplanma \u015f\u0259rtl\u0259ri il\u0259 \u0259laq\u0259l\u0259ndirm\u0259kdir. M\u0259s\u0259l\u0259n, eyni \u00f6l\u00e7m\u0259 cihaz\u0131 f\u0259rqli m\u00fchit temperaturunda f\u0259rqli n\u0259tic\u0259l\u0259r ver\u0259 bil\u0259r. \u0130kinci prinsip, n\u0259tic\u0259l\u0259ri h\u0259mi\u015f\u0259 praktiki kontekstd\u0259 qiym\u0259tl\u0259ndirm\u0259kdir. \u00dc\u00e7\u00fcnc\u00fc prinsip is\u0259, m\u0259lumatlar\u0131n m\u0259nb\u0259yini v\u0259 onlar\u0131n d\u0259yi\u015fm\u0259 s\u0259b\u0259bl\u0259rini ayd\u0131n \u015f\u0259kild\u0259 qeyd etm\u0259kdir.<\/p>\n<p>pinco \u00fcz\u0259rind\u0259 i\u015fl\u0259y\u0259rk\u0259n bu yana\u015fma siz\u0259 h\u0259m keyfiyy\u0259tli t\u0259hlil, h\u0259m d\u0259 daha d\u0259qiq q\u0259rarlar q\u0259bul etm\u0259y\u0259 imkan verir. Yadda saxlay\u0131n ki, statistik metodlar yaln\u0131z bir vasit\u0259dir v\u0259 onlar\u0131n n\u0259tic\u0259l\u0259ri h\u0259mi\u015f\u0259 m\u00f6vcud texniki bilikl\u0259rl\u0259 birlikd\u0259 \u015f\u0259rh edilm\u0259lidir. Bu yolla siz h\u0259m s\u0259hv n\u0259tic\u0259l\u0259rd\u0259n qa\u00e7\u0131nar, h\u0259m d\u0259 m\u0259lumatlar\u0131n\u0131zdan maksimum fayda \u0259ld\u0259 ed\u0259rsiniz.<\/p>\n<p>M\u0259lumat analizi davaml\u0131 \u00f6yr\u0259nm\u0259 t\u0259l\u0259b ed\u0259n bir sah\u0259dir. pinco il\u0259 m\u00fcnt\u0259z\u0259m i\u015fl\u0259m\u0259k v\u0259 sad\u0259 statistik \u00fcsullar\u0131 praktikada t\u0259tbiq etm\u0259k sizin bacar\u0131qlar\u0131n\u0131z\u0131 t\u0259dric\u0259n art\u0131racaq. Bu m\u0259qal\u0259d\u0259 veril\u0259n \u00fcsullar \u0259sas ba\u015flan\u011f\u0131c n\u00f6qt\u0259sidir v\u0259 onlar\u0131 \u00f6z konkret m\u0259s\u0259l\u0259l\u0259riniz\u0259 uy\u011funla\u015fd\u0131rmaq daha yax\u015f\u0131 n\u0259tic\u0259l\u0259r \u0259ld\u0259 etm\u0259yiniz\u0259 \u015f\u0259rait yaradacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>pinco il\u0259 m\u0259lumat analitikas\u0131 nec\u0259 do\u011fru oxunur pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn r\u0259q\u0259msal metrikalar\u0131n real d\u0259y\u0259ri Az\u0259rbaycanda onlayn xidm\u0259tl\u0259rd\u0259n istifad\u0259 ed\u0259rk\u0259n tez-tez rast g\u0259lin\u0259n problem odur ki, biz statistik g\u00f6st\u0259ricil\u0259ri s\u0259hv \u015f\u0259rh edirik. pinco istifad\u0259\u00e7il\u0259ri \u00fc\u00e7\u00fcn d\u0259 bu m\u0259s\u0259l\u0259 kritikdir, \u00e7\u00fcnki h\u0259r bir r\u0259q\u0259m arxas\u0131nda real m\u0259lumat ax\u0131n\u0131 dayan\u0131r. M\u0259n siz\u0259 g\u00f6st\u0259r\u0259c\u0259y\u0259m ki, https:\/\/cubesensors.com\/ kimi sensor m\u0259lumatlar\u0131 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"featured_image_src":{"landsacpe":false,"list":false,"medium":false,"full":false},"_links":{"self":[{"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/posts\/34286"}],"collection":[{"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/comments?post=34286"}],"version-history":[{"count":1,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/posts\/34286\/revisions"}],"predecessor-version":[{"id":34287,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/posts\/34286\/revisions\/34287"}],"wp:attachment":[{"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/media?parent=34286"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/categories?post=34286"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/valhallavitality.org\/index.php\/wp-json\/wp\/v2\/tags?post=34286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}