{"id":75463,"date":"2023-03-22T14:04:38","date_gmt":"2023-03-22T13:04:38","guid":{"rendered":"https:\/\/codecool.com\/?p=75463"},"modified":"2025-01-21T20:02:19","modified_gmt":"2025-01-21T19:02:19","slug":"az-adatelemzo-a-vallalat-svajci-bicskaja","status":"publish","type":"post","link":"https:\/\/codecool.com\/hu\/az-adatelemzo-a-vallalat-svajci-bicskaja\/","title":{"rendered":"Az adatelemz\u0151 a v\u00e1llalat sv\u00e1jci bicsk\u00e1ja"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"75463\" class=\"elementor elementor-75463\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d4be8c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d4be8c8\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fa242e7\" data-id=\"fa242e7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ff3d790 elementor-widget elementor-widget-image\" data-id=\"ff3d790\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-1024x576.png\" class=\"attachment-large size-large wp-image-75498\" alt=\"codecool_data_analyst\" srcset=\"https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-1024x576.png 1024w, https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-300x169.png 300w, https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-768x432.png 768w, https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-1536x864.png 1536w, https:\/\/codecool.com\/wp-content\/uploads\/2023\/03\/Honey-Photo-Blog-Banner-1-1-2048x1152.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba4efc3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba4efc3\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bc1315a\" data-id=\"bc1315a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0ffeed8 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"0ffeed8\" data-element_type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;no_headings_message&quot;:&quot;Ezen az oldalon nem tal\\u00e1lhat\\u00f3 c\\u00edmsor.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTartalomjegyz\u00e9k\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__0ffeed8\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__0ffeed8\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__0ffeed8\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ea1ffb5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea1ffb5\" data-element_type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3c4d06c\" data-id=\"3c4d06c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26e7967 elementor-widget elementor-widget-text-editor\" data-id=\"26e7967\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Adatelemz\u00e9s alapok: Mi az \u00e9s mi\u00e9rt fontos?<\/h2><p><span style=\"font-weight: 400;\">A modern nagyv\u00e1llalatok ir\u00e1ny\u00edt\u00e1sa egyre t\u00f6bb <\/span><b>nagy mennyis\u00e9g\u0171 adat <\/b><span style=\"font-weight: 400;\">feldolgoz\u00e1s\u00e1val, elemz\u00e9s\u00e9vel val\u00f3sulhat meg sikeresen \u00e9s maradhat versenyk\u00e9pes. Az adatok t\u00e1rol\u00e1s\u00e1n, archiv\u00e1l\u00e1s\u00e1n t\u00fal az egyik legfontosabb feladat az \u00edgy t\u00e1rolt adatokb\u00f3l a t\u00e9nyleges, \u00fczleti inform\u00e1ci\u00f3 kinyer\u00e9se. Az adatelemz\u00e9s \u00e9s az ezt k\u00f6vet\u0151 l\u00e9p\u00e9sek, mint az adatvizualiz\u00e1ci\u00f3, az adatmin\u0151s\u00e9g ellen\u0151rz\u00e9se \u00e9s biztos\u00edt\u00e1sa, az <\/span><b>adattiszt\u00edt\u00e1s <\/b><span style=\"font-weight: 400;\">az ut\u00f3bbi id\u0151k legdinamikusabban fejl\u0151d\u0151 informatikai ter\u00fcletei.<\/span><\/p><p><span style=\"font-weight: 400;\">A j\u00f3 <\/span><b>adatelemz\u0151<\/b><span style=\"font-weight: 400;\"> ma olyan egy v\u00e1llalatn\u00e1l, mint a sv\u00e1jci bicska, hiszen szinte minden helyzetben sz\u00fcks\u00e9g van a k\u00e9pess\u00e9geire, tud\u00e1s\u00e1ra. Adatok, matematika \u00e9s elemz\u0151i m\u00f3dszerek seg\u00edts\u00e9g\u00e9vel k\u00e9sz\u00edt el\u0151 \u00fczleti d\u00f6nt\u00e9seket, legjobb esetben automatiz\u00e1lni is tudja ezeket, nem ritk\u00e1n kapcsolatokat der\u00edt fel, el\u0151re nem l\u00e1that\u00f3 kimeneteleket j\u00f3sol meg. Az informatika ezen soksz\u00edn\u0171 ter\u00fclete \u00faj ismereteket \u00e9s hasznos mint\u00e1kat t\u00e1r fel alkalmazott matematika, <\/span><b>statisztika<\/b><span style=\"font-weight: 400;\">, predikt\u00edv modellez\u00e9s \u00e9s g\u00e9pi tanul\u00e1s seg\u00edts\u00e9g\u00e9vel, amely a modern v\u00e1llalatvezet\u00e9s, adatalap\u00fa d\u00f6nt\u00e9shozatal szempontj\u00e1b\u00f3l ma m\u00e1r kulcsfontoss\u00e1g\u00fa. Az \u00fczleti intelligencia (azaz <\/span><b>business intelligence, r\u00f6viden BI<\/b><span style=\"font-weight: 400;\">) szerepe teh\u00e1t \u00f3ri\u00e1si a strat\u00e9giai d\u00f6nt\u00e9sekben. Elemzik a kor\u00e1bbi \u00e9s a jelenlegi adatokat, piaci inform\u00e1ci\u00f3kat, \u00e9s intuit\u00edv, vizu\u00e1lis form\u00e1ban \u00e1br\u00e1zolj\u00e1k az eredm\u00e9nyeket. Az \u00fczleti intelligencia t\u00f6bb kulcsfontoss\u00e1g\u00fa l\u00e9p\u00e9sben alak\u00edtja \u00e1t a nyers adatokat k\u00f6nnyen \u00e9rtelmezhet\u0151 inform\u00e1ci\u00f3kk\u00e1 a szervezet \u00f6sszes felhaszn\u00e1l\u00f3ja sz\u00e1m\u00e1ra. <\/span><b>Adatgy\u0171jt\u00e9ssel, adattiszt\u00edt\u00e1ssal<\/b><span style=\"font-weight: 400;\">, elemz\u00e9ssel \u00e9s vizualiz\u00e1ci\u00f3val teremti meg a v\u00e9gs\u0151 d\u00f6nt\u00e9shozatali l\u00e9p\u00e9s el\u0151felt\u00e9teleit. Kor\u00e1bban, a BI haszn\u00e1lata el\u0151tt a v\u00e1llalatoknak az elemz\u00e9seik nagy r\u00e9sz\u00e9t manu\u00e1lisan kellett elv\u00e9gezni\u00fck, azonban m\u00e1ra a BI eszk\u00f6z\u00f6k sz\u00e1mos folyamatot automatiz\u00e1lnak, ezzel id\u0151t \u00e9s er\u0151fesz\u00edt\u00e9st takar\u00edtva meg a v\u00e1llalatok sz\u00e1m\u00e1ra.<\/span><\/p><h2>Mi van egy adatelemz\u0151 fi\u00f3kj\u00e1ban?<\/h2><p><b>Alapvet\u0151 k\u00e9szs\u00e9gek az adatelemz\u0151k sz\u00e1m\u00e1ra: Statisztikai ismeretek, programoz\u00e1s \u00e9s kommunik\u00e1ci\u00f3<\/b><\/p><p><span style=\"font-weight: 400;\">A j\u00f3 adatelemz\u0151 t\u00e1rh\u00e1z\u00e1ban rengeteg eszk\u00f6z, programnyelv megtal\u00e1lhat\u00f3, melyeket kreativit\u00e1ssal, agilisan \u00e1ll\u00edt csatasorba a megold\u00e1sra v\u00e1r\u00f3 feladat t\u00edpus\u00e1nak, ig\u00e9nyeinek megfelel\u0151en. Az egyik ilyen az adatelemz\u00e9shez haszn\u00e1lhat\u00f3, mondhatni legn\u00e9pszer\u0171bb programnyelv a <\/span><b>Python <\/b><span style=\"font-weight: 400;\">&#8211; amelyr\u0151l a\u00a0<\/span><a href=\"https:\/\/codecool.com\/hu\/blog\/tanulj-meg-pythonul-onalloan\/\" target=\"_blank\" rel=\"noopener\">kor\u00e1bbi cikk\u00fcnkben is olvashatsz<\/a><span style=\"font-weight: 400;\">. Az adatok elemz\u00e9se sor\u00e1n sok esetben tal\u00e1lkozhatunk olyan kih\u00edv\u00e1sokkal, amelyek sok k\u00e9zi munk\u00e1t ig\u00e9nyelnek, gyakran ism\u00e9tl\u0151dnek, vagy \u00e9ppen nehezen oldhat\u00f3ak meg a szok\u00e1sos eszk\u00f6z\u00f6kkel. Ilyenkor j\u00f6n j\u00f3l a Python, amiben miniprogramok meg\u00edr\u00e1s\u00e1val hat\u00e9kony adatelemz\u00e9si feladatokat lehet elv\u00e9gezni. Els\u0151 sorban k\u00f6nnyen olvashat\u00f3 \u00e9s tanulhat\u00f3, letisztult nyelvezete, valamint a hozz\u00e1 tartoz\u00f3 gazdag elemz\u00e9si, adatfeldolgoz\u00e1si \u00e9s vizualiz\u00e1ci\u00f3s funkci\u00f3kat t\u00e1mogat\u00f3 eszk\u00f6zt\u00e1ra teszi \u00e9rt\u00e9kess\u00e9. Persze mindez mit sem \u00e9r statisztikai szeml\u00e9let \u00e9s kommunik\u00e1ci\u00f3s k\u00e9szs\u00e9gek n\u00e9lk\u00fcl. Az adatelemz\u0151k vil\u00e1ga nem csup\u00e1n az adatokb\u00f3l \u00e1ll, hiszen kommunik\u00e1ci\u00f3s k\u00e9pess\u00e9gek is sz\u00fcks\u00e9gesek ahhoz, hogy tudja \u00e9rtelmezni az adott szervezet ig\u00e9nyeit, \u00e9s eszk\u00f6zei seg\u00edts\u00e9g\u00e9vel f\u00f3kusz\u00e1lni tudjon egy-egy probl\u00e9ma megold\u00e1s\u00e1ra.<\/span><\/p><h2>Adatelemz\u00e9s p\u00e9ld\u00e1k a k\u00fcl\u00f6nb\u00f6z\u0151 ipar\u00e1gakban\u00a0<\/h2><p><span style=\"font-weight: 400;\">Persze az adatgy\u0171jt\u00e9s \u00e9s elemz\u00e9s nem mai tal\u00e1lm\u00e1ny, m\u00e1r nagyon r\u00e9g\u00f3ta l\u00e9tez\u0151 eszk\u00f6z a k\u00fcl\u00f6nb\u00f6z\u0151 c\u00e9lok el\u00e9r\u00e9se \u00e9rdek\u00e9ben. Azonban most jutott olyan fejl\u0151d\u00e9si szakaszba, hogy a rengeteg rendelkez\u00e9sre \u00e1ll\u00f3 adat sz\u0171r\u00e9s\u00e9re, elemz\u00e9s\u00e9re \u00e9s \u00e9rtelmez\u00e9s\u00e9re m\u00e1r egy k\u00fcl\u00f6n szakemberre van sz\u00fcks\u00e9g. Gondolhatunk itt a csillag\u00e1szatn\u00e1l a t\u00e1vcs\u00f6vek \u00e1ltal begy\u0171jt\u00f6tt adatokra \u00e9s felfedez\u00e9sekre, vagy a mobiltelefonb\u00f3l sz\u00e1rmaz\u00f3, geolok\u00e1ci\u00f3s adatokb\u00f3l kinyerhet\u0151 mozg\u00e1s elemz\u00e9s\u00e9re, \u00e9s m\u00e9g sorolhatn\u00e1nk. Az egyik tal\u00e1n legk\u00e9zenfekv\u0151bb felhaszn\u00e1l\u00e1si m\u00f3dja az adatelemz\u00e9snek a marketing ter\u00fclete. Erre j\u00f3 p\u00e9lda az <a href=\"https:\/\/www.amazon.de\/\" target=\"_blank\" rel=\"noopener\">Amazon<\/a> aj\u00e1nl\u00e1sai, amelyek minden term\u00e9koldal alj\u00e1n megtal\u00e1lhat\u00f3ak, \u00e9s a v\u00e1s\u00e1rl\u00f3 \u00e9s a term\u00e9k t\u00f6rt\u00e9net\u00e9b\u0151l k\u00f6vetkeztetve aj\u00e1nlanak szem\u00e9lyre szabott, tov\u00e1bbi term\u00e9keket. De olyan c\u00e9g is van, amelynek a term\u00e9kaj\u00e1nl\u00f3 fejleszt\u00e9se 1 milli\u00f3 doll\u00e1rt \u00e9rt, amit egy verseny f\u0151d\u00edjak\u00e9nt fel is aj\u00e1nlott. Ez a c\u00e9g nem m\u00e1s, mint az amerikai <a href=\"https:\/\/www.netflix.com\/hu\/\" target=\"_blank\" rel=\"noopener\">Netflix<\/a>, akinek l\u00e9tfontoss\u00e1g\u00fa, hogy el\u0151fizet\u0151inek relev\u00e1ns filmeket aj\u00e1nljon, hiszen ebb\u0151l van a bev\u00e9tele.<\/span><\/p><h2>Adatelemz\u0151i \u00e1ll\u00e1sok \u00e9s fizet\u00e9sek<\/h2><p><span style=\"font-weight: 400;\">Nagyobb v\u00e1llalatok komplett adatelemz\u0151i csapatokat foglalkoztatnak, \u00edgy ezen a ter\u00fcleten is a bet\u00f6lt\u00e9sre v\u00e1r\u00f3 poz\u00edci\u00f3k sz\u00e1ma egyre n\u00f6vekszik. A p\u00e1lyakezd\u0151k fizet\u00e9se nagyj\u00e1b\u00f3l <a href=\"https:\/\/www.hays.hu\/salary-guide#salary-guide\" target=\"_blank\" rel=\"noopener\">600 ezer forint<\/a> magass\u00e1g\u00e1ban kezd\u0151dik, de az, hogy pontosan ki mennyit keres, az f\u00fcgg a tapasztalat m\u00e9rt\u00e9k\u00e9t\u0151l \u00e9s a v\u00e1llalatt\u00f3l is, ahol el szeretn\u00e9l helyezkedni. Teh\u00e1t \u00e9rdemes a szakma elsaj\u00e1t\u00edt\u00e1s\u00e1ba \u00e9s a gyakorlat megszerz\u00e9s\u00e9be id\u0151t \u00e9s energi\u00e1t fektetni azoknak, akikhez egy\u00e9bk\u00e9nt is k\u00f6zel \u00e1ll az IT vil\u00e1ga.\u00a0<\/span><\/p><h2>Kih\u00edv\u00e1sok \u00e9s lehet\u0151s\u00e9gek az adatelemz\u00e9sben: \u00daj trendek \u00e9s j\u00f6v\u0151beli ir\u00e1nyok<\/h2><p><span style=\"font-weight: 400;\">Ahogyan azt eml\u00edtett\u00fck, az adatelemz\u00e9s egyre kev\u00e9sb\u00e9 k\u00e9pzelhet\u0151 el a mesters\u00e9ges intelligencia (MI) haszn\u00e1lata n\u00e9lk\u00fcl. Az MI az elemz\u00e9s egyre t\u00f6bb f\u00e1zis\u00e1ban \u00e9s egyre t\u00f6bb felhaszn\u00e1l\u00e1si ter\u00fcleten k\u00e9pes hat\u00e9kony seg\u00edts\u00e9get ny\u00fajtani, azonban ezen a ponton bekapcsol\u00f3dik egy m\u00e1sik szakter\u00fclet is, az \u00fagynevezett data science vil\u00e1ga. A data science pontosan arr\u00f3l sz\u00f3l, hogy t\u00f6bbek k\u00f6z\u00f6tt az MI seg\u00edts\u00e9g\u00e9vel milyen eszk\u00f6z\u00f6ket lehet fejleszteni ahhoz, hogy az adatelemz\u0151 a lehet\u0151 leghat\u00e9konyabb m\u00f3don tudja elv\u00e9gezni a feladat\u00e1t.. Az MI \u00e9s a g\u00e9pi tanul\u00e1s seg\u00edts\u00e9g\u00e9vel \u00faj t\u00e1vlatok ny\u00edlnak p\u00e9ld\u00e1ul a fuvaroz\u00e1sban. Az MI-re alapozott el\u0151rejelz\u00e9si szolg\u00e1ltat\u00e1sok seg\u00edthetnek az ell\u00e1t\u00e1si l\u00e1nc tervez\u00e9s\u00e9ben \u00e9s a k\u00f6lts\u00e9ghat\u00e9konyabb m\u0171k\u00f6d\u00e9si m\u00f3dok bevezet\u00e9s\u00e9ben. Az \u00f6nvezet\u0151 j\u00e1rm\u0171veket vez\u00e9rl\u0151 MI \u00e9s az okos technol\u00f3gi\u00e1k m\u00e1r a logisztikai ipar\u00e1g fejl\u0151d\u00e9s\u00e9nek k\u00f6vetkez\u0151 szintj\u00e9t k\u00e9pviselik. A fejl\u0151d\u00e9s teh\u00e1t meg\u00e1ll\u00edthatatlan. Az adatelemz\u00e9s\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ha kedvet kapt\u00e1l az adatelemz\u0151k kalandos vil\u00e1g\u00e1hoz, mi sz\u00edvesen seg\u00edt\u00fcnk abban, hogy megtanuld a kezdeti l\u00e9p\u00e9seket, elsaj\u00e1t\u00edtsd a sz\u00fcks\u00e9ges skilleket, \u00e9s k\u00f6vetkez\u0151 l\u00e9p\u00e9sk\u00e9nt kipr\u00f3b\u00e1lhasd magad egy nagyv\u00e1llalati l\u00e9gk\u00f6rben.<\/span><\/p><p><strong>A Data Analyst kurzusunkkal kapcsolatos inform\u00e1ci\u00f3kat el\u00e9rheted <a href=\"https:\/\/codecool.com\/hu\/kepzesek\/data-analyst-kepzes\/\" target=\"_blank\" rel=\"noopener\">itt<\/a>.<\/strong><\/p><p><span style=\"font-weight: 400;\">K\u00f6vess be minket a <\/span><a href=\"https:\/\/www.linkedin.com\/school\/codecool\/posts\/\"><span style=\"font-weight: 400;\">Linkedin oldalunkon<\/span><\/a><span style=\"font-weight: 400;\"> is!<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A modern nagyv\u00e1llalatok ir\u00e1ny\u00edt\u00e1sa egyre t\u00f6bb nagy mennyis\u00e9g\u0171 adat feldolgoz\u00e1s\u00e1val, elemz\u00e9s\u00e9vel val\u00f3sulhat meg sikeresen \u00e9s maradhat versenyk\u00e9pes.<\/p>\n","protected":false},"author":4,"featured_media":75498,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28],"tags":[],"class_list":["post-75463","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-hu"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.4 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Az adatelemz\u0151 a v\u00e1llalat sv\u00e1jci bicsk\u00e1ja - Codecool<\/title>\n<meta name=\"description\" content=\"Bevezet\u00e9s az adatelemz\u00e9sbe: Mi az \u00e9s mi\u00e9rt fontos? 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