{"id":126,"date":"2025-01-22T11:57:34","date_gmt":"2025-01-22T11:57:34","guid":{"rendered":"https:\/\/yu-ki.org\/?p=126"},"modified":"2025-07-11T14:30:17","modified_gmt":"2025-07-11T14:30:17","slug":"statistische-auswertung","status":"publish","type":"post","link":"https:\/\/yu-ki.org\/ku\/2025\/01\/22\/statistische-auswertung\/","title":{"rendered":"Nirxandina \u00eestat\u00eest\u00eek\u00ee"},"content":{"rendered":"

P\u00ea\u015fk\u00ea\u015f<\/strong><\/h2>\n\n\n\n

Anal\u00eeza \u00eestat\u00eest\u00eek\u00ee p\u00eakhateyeke navend\u00ee ya gelek p\u00eavajoy\u00ean biryardan \u00fb l\u00eakol\u00een\u00ea ye - \u00e7i di xebata civak\u00ee de, perwerdeh\u00ee, l\u00eakol\u00een\u00ean zanist\u00ee, an karsaziy\u00ea de be. Bi z\u00eadeb\u00fbna qebareya daneyan re, destn\u00ee\u015fankirina dest\u00ee ya qalib, meyl \u00fb t\u00eakiliyan her ku di\u00e7e dijwartir dibe.<\/p>\n\n\n\n

Zekaya s\u00fbn\u00ee (ZS) li vir avantaj\u00ean gir\u00eeng p\u00ea\u015fk\u00ea\u015f dike: Ew dikare bi bandor m\u00eeqdar\u00ean mezin \u00ean daneyan anal\u00eez bike, bixweber qaliban bib\u00eene, \u00fb tewra p\u00ea\u015fb\u00eeniyan j\u00ee bike. Di v\u00ea gotar\u00ea de, em rave dikin ka anal\u00eeza \u00eestat\u00eest\u00eek\u00ee bi karan\u00eena ZS \u00e7awa dixebite \u00fb \u00e7i div\u00ea were hesibandin.<\/p>\n\n\n\n

\n\n\n\n

Bingeh\u00een<\/strong><\/h2>\n\n\n\n

Anal\u00eeza \u00eestat\u00eest\u00eek\u00ee behsa l\u00eakol\u00eena s\u00eestemat\u00eek a daneyan dike ji bo derxistina agahdariy\u00ea \u00fb ceribandina h\u00eepotezan. R\u00eabaz\u00ean klas\u00eek \u00ean ku t\u00eane bikar an\u00een nav\u00een\u00eekirin, korelasyon \u00fb regresyon\u00ea ne.<\/p>\n\n\n\n

AI van r\u00eabaz\u00ean klas\u00eek bi f\u00earb\u00fbna mak\u00eeney\u00ea \u00fb naskirina qalib\u00ean tevlihev berfireh dike. Ev ne ten\u00ea t\u00eakiliyan e\u015fkere dike, l\u00ea di heman dem\u00ea de p\u00ea\u015fb\u00eeniyan j\u00ee \u00e7\u00eadike (m\u00eenak, p\u00ea\u015fve\u00e7\u00fbna hejmar\u00ean be\u015fdarb\u00fbn\u00ea, meyl\u00ean bex\u015f\u00ea, an daxwaza kar\u00fbbaran).<\/p>\n\n\n\n

\n\n\n\n

Qad\u00ean ser\u00eel\u00eadan\u00ea \u00fb karan\u00een\u00ean gengaz<\/strong><\/h2>\n\n\n\n
    \n
  • Anal\u00eeza projey\u00ea:<\/strong> Bandor \u00fb serkeftina tedb\u00eeran binirx\u00eenin.<\/li>\n\n\n\n
  • Anal\u00eeza p\u00eaw\u00eest:<\/strong> Diyar kirina ka k\u00eejan p\u00ea\u015fniyar bi taybet\u00ee ji h\u00eala kom\u00ean hedef \u00ean taybet\u00ee ve di daxwaz\u00ea de ne.<\/li>\n\n\n\n
  • Nirxandin\u00ean be\u015fdaran:<\/strong> Struktur \u00fb p\u00eavajoy\u00ean qursan, b\u00fbyeran, an j\u00ee xizmet\u00ean \u015f\u00eawirmendiy\u00ea.<\/li>\n\n\n\n
  • P\u00ea\u015fb\u00eeniy\u00ean bex\u015f \u00fb al\u00eekariy\u00ea:<\/strong> P\u00ea\u015fb\u00een\u00eekirina dahat\u00ean p\u00ea\u015feroj\u00ea an j\u00ee p\u00eadiviy\u00ean f\u00eenansekirin\u00ea.<\/li>\n\n\n\n
  • Nirxandina projey\u00ean civak\u00ee:<\/strong> P\u00ea\u015fketin \u00fb bandora xwe n\u00ee\u015fan bidin, m\u00eenak\u00ee di serl\u00eadan\u00ean al\u00eekariy\u00ea de.<\/li>\n<\/ul>\n\n\n\n
    \n\n\n\n

    Prosed\u00fbra gav-bi-gav<\/strong><\/h2>\n\n\n\n

    Gav 1: Armanca nirxandin\u00ea diyar bike<\/h3>\n\n\n\n
      \n
    • Armanc \u00e7i ye?<\/li>\n\n\n\n
    • Bersiva k\u00eejan pirsan hewce ye?<\/li>\n<\/ul>\n\n\n\n

      Gav 2: Agahiy\u00ean bingeh\u00een zelal bikin<\/h3>\n\n\n\n
        \n
      • \u00c7i daney\u00ean berdest hene? (m\u00eenak, qeydkirin, form\u00ean bersiv\u00ea, l\u00eestey\u00ean bex\u015f\u00ea)<\/li>\n\n\n\n
      • Ma daney\u00ean temam \u00fb n\u00fbjen in?<\/li>\n<\/ul>\n\n\n\n

        Gava 3: Amadekirina daneyan<\/h3>\n\n\n\n
          \n
        • Paqijkirin (m\u00eenak, rakirina dubareyan, kontrolkirina tomar\u00ean netemam).<\/li>\n\n\n\n
        • Form\u00ean wekhev biafir\u00eenin.<\/li>\n<\/ul>\n\n\n\n

          P\u00eangava 4: Daxwazek ji AI-\u00ea re \u00e7\u00eabikin<\/h3>\n\n\n\n
            \n
          • M\u00eenak: "Hejmara be\u015fdar\u00ean di komxebat\u00ean me y\u00ean perwerdehiy\u00ea de di s\u00ea sal\u00ean daw\u00ee de anal\u00eez bikin \u00fb meyl \u00fb potansiyela ba\u015fkirin\u00ea destn\u00ee\u015fan bikin."<\/li>\n<\/ul>\n\n\n\n

            Gava 5: \u015e\u00eerovekirina encaman<\/h3>\n\n\n\n
              \n
            • \u00c7i qalib an anormal\u00ee hene?<\/li>\n\n\n\n
            • Ji v\u00ea yek\u00ea \u00e7i p\u00ea\u015fniyar\u00ean ji bo \u00e7alakiy\u00ea dikarin werin derxistin?<\/li>\n<\/ul>\n\n\n\n

              Gava 6: D\u00eetbar\u00eekirin<\/h3>\n\n\n\n
                \n
              • Graf\u00eek an nex\u015feyan \u00e7\u00eabikin (m\u00eenak xet\u00ean trend\u00ea, nex\u015fey\u00ean bar).<\/li>\n\n\n\n
              • Encam\u00ean ji bo p\u00ea\u015fk\u00ea\u015fkirin an raporan amade bikin.<\/li>\n<\/ul>\n\n\n\n

                Gava 7: Tedb\u00eeran p\u00ea\u015f bixin<\/h3>\n\n\n\n

                Li ser bingeha encaman raman\u00ean n\u00fb an j\u00ee \u00e7\u00eatirkirinan p\u00ea\u015fve bibin.<\/p>\n\n\n\n

                \n\n\n\n

                Nim\u00fbneya c\u00eehana rast\u00een<\/h2>\n\n\n\n

                senaryo<\/h3>\n\n\n\n

                R\u00eaxistineke b\u00eaqezenc dixwaze bandora sem\u00eenereke dij\u00ee-cudakariy\u00ea ku s\u00ea sal in salane t\u00ea lidarxistin, binirx\u00eene.<\/p>\n\n\n\n

                Daxwaza AI-\u00ea bike<\/h3>\n\n\n\n
                \n

                "Daney\u00ean li ser hejmara be\u015fdaran, kom\u00ean temen\u00ee \u00fb r\u00eajey\u00ean raz\u00eeb\u00fbn\u00ea y\u00ean ji s\u00ea sem\u00eener\u00ean daw\u00ee y\u00ean dij\u00ee-cudakariy\u00ea anal\u00eez bikin. Trendan destn\u00ee\u015fan bikin \u00fb tedb\u00eeran p\u00ea\u015fniyar bikin da ku be\u015fdariy\u00ea b\u00eatir z\u00eade bikin."<\/p>\n<\/blockquote>\n\n\n\n

                \n\n\n\n

                Xelas\u00ee<\/h2>\n\n\n\n

                Anal\u00eeza \u00eestat\u00eest\u00eek\u00ee bi karan\u00eena AI dem\u00ea xilas dike, rastb\u00fbn\u00ea z\u00eade dike, \u00fb dikare t\u00eagihi\u015ftin\u00ean h\u00eaja ji bo biryar\u00ean stratej\u00eek peyda bike. Bi taybet\u00ee r\u00eaxistin\u00ean ne-qezenc ji v\u00ea yek\u00ea s\u00fbd werdigirin, ji ber ku ew dikarin bandora xwe \u00e7\u00eatir n\u00ee\u015fan bidin \u00fb kar\u00fbbar\u00ean xwe bi awayek\u00ee armanckir\u00ee p\u00ea\u015fve bibin. Di heman dem\u00ea de, \u015f\u00eerovekirina encaman bi berpirsiyar\u00ee \u00fb lihevhatina wan bi kom\u00ean hedef re gir\u00eeng dim\u00eene.<\/p>\n\n\n\n

                \n\n\n\n

                Gir\u00eadan\u00ean din<\/h2>\n\n\n\n
                Gemini P\u00ea\u015fket\u00ee<\/a><\/td>Bi tabloyan re dixebite, meyl\u00ean derdixe, t\u00eakiliyan destn\u00ee\u015fan dike - \u00eedeal ji bo anal\u00eez\u00ean li ser bingeha daneyan.<\/td><\/tr>
                ChatGPT Plus<\/a><\/td>Pel\u00ean CSV anal\u00eez dike, daneyan d\u00eetbar\u00ee dike, \u00eestat\u00eest\u00eekan rave dike - rasterast di sohbet\u00ea de an j\u00ee wek\u00ee derana kod\u00ea.<\/td><\/tr><\/tbody><\/table><\/figure>","protected":false},"excerpt":{"rendered":"

                Einleitung Die statistische Auswertung ist ein zentraler Bestandteil vieler Entscheidungs- und Forschungsprozesse \u2013 sei es in der Sozialarbeit, im Bildungsbereich, in wissenschaftlichen Studien oder in Unternehmen. Durch die zunehmende Menge an Daten wird es immer schwieriger, Muster, Trends und Zusammenh\u00e4nge manuell zu erkennen. K\u00fcnstliche Intelligenz (KI) bietet hier entscheidende Vorteile: Sie kann gro\u00dfe Datenmengen effizient analysieren, […]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[33],"class_list":["post-126","post","type-post","status-publish","format-standard","hentry","category-automatisierungen","tag-links"],"_links":{"self":[{"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/posts\/126","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/comments?post=126"}],"version-history":[{"count":6,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/posts\/126\/revisions"}],"predecessor-version":[{"id":510,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/posts\/126\/revisions\/510"}],"wp:attachment":[{"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/media?parent=126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/categories?post=126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yu-ki.org\/ku\/wp-json\/wp\/v2\/tags?post=126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}