{"id":112065,"date":"2025-03-11T11:26:55","date_gmt":"2025-03-11T10:26:55","guid":{"rendered":"https:\/\/codecool.com\/?p=112065"},"modified":"2025-06-18T18:29:27","modified_gmt":"2025-06-18T17:29:27","slug":"adatvezerelt-mindennapok-kaloriaktol-a-nagyvallalati-dontesekig","status":"publish","type":"post","link":"https:\/\/codecool.com\/hu\/adatvezerelt-mindennapok-kaloriaktol-a-nagyvallalati-dontesekig\/","title":{"rendered":"Adatvez\u00e9relt mindennapok – Kal\u00f3ri\u00e1kt\u00f3l a nagyv\u00e1llalati d\u00f6nt\u00e9sekig"},"content":{"rendered":"\t\t
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H\u00e1ny l\u00e9p\u00e9st tett\u00e9l meg ma? Az alv\u00e1sod h\u00e1ny sz\u00e1zal\u00e9ka volt m\u00e9lyalv\u00e1s tegnap \u00e9jjel? Melyik zen\u00e9t hallgattad meg legt\u00f6bbsz\u00f6r tavaly? H\u00e1ny kal\u00f3ria van egy smash burgerben? 20 \u00e9vvel ezel\u0151tt m\u00e9g csaknem lehetetlen lett volna megv\u00e1laszolni ezeket a k\u00e9rd\u00e9seket, ma pedig az adatvez\u00e9relt d\u00f6nt\u00e9shozatal szinte alap, hogy adataink vannak az \u00e9let\u00fcnk minden ter\u00fclet\u00e9r\u0151l.<\/strong><\/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

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A tud\u00e1s hatalom, tartja a mond\u00e1s, a tud\u00e1shoz vezet\u0151 \u00fat pedig adattal<\/strong> van kik\u00f6vezve. T\u00f6bb adatot birtokolunk, figyel\u00fcnk \u00e9s haszn\u00e1lunk mint valaha, \u00e9s ezek h\u00e9tk\u00f6znapi d\u00f6nt\u00e9seinkben ugyan\u00fagy fontos szerepet j\u00e1tszanak, mint a nagyv\u00e1llalatok vagy a vil\u00e1ggazdas\u00e1g m\u0171k\u00f6d\u00e9s\u00e9ben. <\/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

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A l\u00e9p\u00e9ssz\u00e1ml\u00e1l\u00f3t\u00f3l a h\u0171t\u0151ig<\/h2>\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
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Kezdj\u00fck a legink\u00e1bb k\u00e9zzelfoghat\u00f3 p\u00e9ld\u00e1val: a saj\u00e1t mindennapjainkkal. Az adatok olyan szinten be\u00e9p\u00fcltek az \u00e9let\u00fcnkbe<\/strong>, hogy sokszor \u00e9szre sem vessz\u00fck \u0151ket. A telefonunk folyamatosan adatokat gy\u0171jt a megtett l\u00e9p\u00e9sek \u00e9s a megm\u00e1szott emeletek sz\u00e1m\u00e1r\u00f3l, az \u00f3r\u00e1nk r\u00f6vid medit\u00e1ci\u00f3t aj\u00e1nl, ha \u00fagy \u00e9rz\u00e9keli, stresszesek vagyunk, az okosm\u00e9rleg\u00fcnk pedig m\u00e1r nem csak akkor sz\u00f3l, ha t\u00fals\u00falyosak vagyunk, de akkor is, ha nem iszunk el\u00e9g vizet.\u00a0<\/span><\/p>

A Google Maps vagy a Waze szint\u00e9n adatokat, val\u00f3s idej\u0171<\/strong> forgalmi inform\u00e1ci\u00f3kat haszn\u00e1l ahhoz, hogy megmutassa, melyik \u00fatvonal a leggyorsabb, a Spotify szint\u00e9n adat alapon d\u00f6nt, amikor megpr\u00f3b\u00e1lja a kedvenceink alapj\u00e1n kital\u00e1lni, milyen \u00faj zen\u00e9ket hallgatn\u00e1nk sz\u00edvesen. <\/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

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A kal\u00f3riasz\u00e1ml\u00e1l\u00f3 appok \u2013mint a MyFitnessPal vagy a Yazio\u2013 \u00faj szintre emelik az \u00e9letm\u00f3dv\u00e1lt\u00e1st, m\u00e1r makr\u00f3 szinten is t\u00e1mogatj\u00e1k<\/strong> az eg\u00e9szs\u00e9ges t\u00e1pl\u00e1lkoz\u00e1st: nemcsak arr\u00f3l adnak inform\u00e1ci\u00f3t, hogy h\u00e1ny kal\u00f3ri\u00e1t vitt\u00fcnk be aznap, de azt is jelzik, ha nem alakult optim\u00e1lisan a zs\u00edr-feh\u00e9rje-sz\u00e9nhidr\u00e1t bevitel\u00fcnk. S\u0151t: l\u00e9teznek olyan appok is, amik a t\u00e1ny\u00e9runkr\u00f3l k\u00e9sz\u00fclt fot\u00f3 alapj\u00e1n v\u00e9gzik el ugyanezt.<\/span><\/p>

Ez a fajta adatfelhaszn\u00e1l\u00e1s nemcsak elk\u00e9peszt\u0151en k\u00e9nyelmes<\/strong>, \u2013gondoljuk csak el, milyen lenne egy m\u00e9g mindig egy kock\u00e1s f\u00fczetben vezetni az \u00e9teleinket vagy val\u00f3ban megsz\u00e1molni a l\u00e9p\u00e9seinket\u2013 hanem optimaliz\u00e1lja az \u00e9let\u00fcnk k\u00fcl\u00f6nb\u00f6z\u0151 ter\u00fcleteit is. Az adatokra t\u00e1maszkodva jobb \u00e9letet \u00e9lhet\u00fcnk. \u00c9s ez nemcsak az egy\u00e9nekre igaz, hanem c\u00e9gek \u00e9s szervezetek sz\u00e1m\u00e1ra is lehet\u0151v\u00e9 teszi az adatokkal al\u00e1t\u00e1masztott d\u00f6nt\u00e9shoz\u00e1st, amely kritikus lehet a versenyk\u00e9pess\u00e9g szempontj\u00e1b\u00f3l.<\/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

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\u00cdgy lesz a nyers adatb\u00f3l nyeres\u00e9g<\/h2>\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
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A v\u00e1llalatok sz\u00e1m\u00e1ra az adat alap\u00fa d\u00f6nt\u00e9shozatal egyre ink\u00e1bb elengedhetetlenn\u00e9 v\u00e1lik<\/strong>: az adatok lehet\u0151v\u00e9 teszik, hogy a c\u00e9gek jobban meg\u00e9rts\u00e9k \u00fcgyfeleiket, el\u0151rejelezzenek piaci trendeket, \u00e9s optimaliz\u00e1lj\u00e1k bels\u0151 folyamataikat. Vegy\u00fcnk egy j\u00f3l ismert p\u00e9ld\u00e1t: egy e-kereskedelmi v\u00e1llalat adatalap\u00fa marketing kamp\u00e1nyt ind\u00edt, amely sor\u00e1n figyeli a felhaszn\u00e1l\u00f3k v\u00e1s\u00e1rl\u00e1si szok\u00e1sait, \u00e9s szem\u00e9lyre szabott aj\u00e1nlatokat k\u00fcld sz\u00e1mukra. Hiszen a kisgyermekes sz\u00fcl\u0151kn\u00e9l jobban c\u00e9lba \u00e9r a 28-as gumicsizma aj\u00e1nlat, m\u00edg a huszon\u00e9ves v\u00e1s\u00e1rl\u00f3ik sz\u00edvesebben v\u00e1logatnak a divatos ruh\u00e1k k\u00f6z\u00fcl. Az ilyen t\u00edpus\u00fa kamp\u00e1nyok jelent\u0151sen n\u00f6velhetik az elad\u00e1sok hat\u00e9konys\u00e1g\u00e1t \u00e9s az \u00fcgyfelek el\u00e9gedetts\u00e9g\u00e9t.<\/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

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Az adatok \u00fczleti intelligenci\u00e1ban bet\u00f6lt\u00f6tt szerepe is egyre meghat\u00e1roz\u00f3bb. A v\u00e1llalatok sz\u00e1mos elemz\u0151 eszk\u00f6zt haszn\u00e1lnak, hogy a rendelkez\u00e9s\u00fckre \u00e1ll\u00f3 adatokat \u00e9rt\u00e9kes, strat\u00e9giai inform\u00e1ci\u00f3v\u00e1<\/strong> alak\u00edts\u00e1k \u00e1t. Az aut\u00f3gy\u00e1rt\u00f3k t\u00f6bbs\u00e9ge, <\/span>p\u00e9ld\u00e1ul a Toyota is<\/span><\/a> val\u00f3s idej\u0171 adatokat elemez a termel\u00e9si folyamatban, hogy azonos\u00edtsa a gy\u00e1rt\u00e1s sz\u0171k keresztmetszeteit, \u00e9s minimaliz\u00e1lja a le\u00e1ll\u00e1sokat. Az ilyen elemz\u00e9sek r\u00e9v\u00e9n id\u0151ben reag\u00e1lhatnak az esetleges hib\u00e1kra, \u00edgy n\u00f6velve a hat\u00e9konys\u00e1got.<\/span><\/p>

HR ter\u00fcleten is egyre nagyobb szerepet kapnak az adatok: a toborz\u00e1si folyamatokban az adatelemz\u00e9s<\/strong> seg\u00edts\u00e9g\u00e9vel a c\u00e9gek megtal\u00e1lhatj\u00e1k azokat a csatorn\u00e1kat, ahol a legjobb jel\u00f6lteket \u00e9rik el, mik\u00f6zben minimaliz\u00e1lj\u00e1k a toborz\u00e1s k\u00f6lts\u00e9geit \u00e9s idej\u00e9t. De ugyanilyen izgalmas ter\u00fclet nagyv\u00e1llalatok eset\u00e9n <\/span>a bels\u0151 tehets\u00e9gpiac<\/span><\/a>: ha a c\u00e9gnek pontos k\u00e9pe van arr\u00f3l, hogy milyen t\u00edpus\u00fa k\u00e9szs\u00e9gekkel rendelkeznek munkav\u00e1llal\u00f3i, akkor rugalmasabb \u00e9s \u2013ez manaps\u00e1g el\u00e9g fontos\u2013 v\u00e1ls\u00e1g\u00e1ll\u00f3bb szervezetet tud l\u00e9trehozni.<\/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

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\u00c1lmodnak-e az androidok kamatl\u00e1bakkal?<\/h2>\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
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Az adatok nemcsak a v\u00e1llalatok bels\u0151 m\u0171k\u00f6d\u00e9s\u00e9t seg\u00edtik, hanem a glob\u00e1lis gazdas\u00e1gi rendszereket is \u00e1talak\u00edtj\u00e1k<\/strong>. A nagyv\u00e1llalatok \u00e9s orsz\u00e1gok egyar\u00e1nt az adatok elemz\u00e9s\u00e9re t\u00e1maszkodnak, hogy makrogazdas\u00e1gi trendeket azonos\u00edtsanak \u00e9s megfelel\u0151 gazdas\u00e1gpolitikai l\u00e9p\u00e9seket tegyenek. P\u00e9ld\u00e1ul a k\u00f6zponti bankok a glob\u00e1lis p\u00e9nz\u00fcgyi piacokr\u00f3l gy\u0171jt\u00f6tt adatokat haszn\u00e1lj\u00e1k fel a kamatl\u00e1bak meghat\u00e1roz\u00e1s\u00e1hoz \u00e9s a gazdas\u00e1gi stabilit\u00e1s fenntart\u00e1s\u00e1hoz. <\/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

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Egy 21. sz\u00e1zadi karrier: a data scientist<\/h2>\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
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Az adatvez\u00e9relt vil\u00e1g egyik legnagyobb kih\u00edv\u00e1sa a megfelel\u0151 szak\u00e9rtelem<\/strong> biztos\u00edt\u00e1sa: hogy meg\u00e9rts\u00fck a rendelkez\u00e9s\u00fcnkre \u00e1ll\u00f3 rengeteg adatot, \u00e9s \u00e9rt\u00e9ket teremts\u00fcnk bel\u0151le.<\/span><\/p>

Az adatkezel\u00e9shez, -elemz\u00e9shez \u00e9s -felhaszn\u00e1l\u00e1shoz kapcsol\u00f3d\u00f3 k\u00e9szs\u00e9gek ir\u00e1nti kereslet ugr\u00e1sszer\u0171en n\u00f6vekedett az ut\u00f3bbi \u00e9vekben. Az olyan ter\u00fcletek, mint a mesters\u00e9ges intelligencia (AI)<\/strong>, a g\u00e9pi tanul\u00e1s \u00e9s az adatelemz\u00e9s, az \u00fczleti vil\u00e1g szerves r\u00e9sz\u00e9v\u00e9 v\u00e1ltak, ez pedig arra \u00f6szt\u00f6nzi a v\u00e1llalatokat, hogy k\u00e9pezz\u00e9k alkalmazottaikat, hogy naprak\u00e9sz tud\u00e1ssal rendelkezzenek a leg\u00fajabb technol\u00f3gi\u00e1kr\u00f3l \u00e9s adatkezel\u00e9si m\u00f3dszerekr\u0151l. Egy j\u00f3 adatos szakember fegyvert\u00e1r\u00e1ban sokf\u00e9le eszk\u00f6z \u00e9s programnyelv sorakozik, melyeket kreat\u00edvan haszn\u00e1l fel az \u00e9ppen el\u0151tte \u00e1ll\u00f3 feladat megold\u00e1s\u00e1hoz.<\/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

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Ha szeretsz ben\u00e9zni a motorh\u00e1ztet\u0151 al\u00e1, \u00e9s mindig is \u00e9rdekeltek a vil\u00e1g \u00f6sszef\u00fcgg\u00e9sei, akkor a dat\u00e1s karrier j\u00f3 v\u00e1laszt\u00e1s lehet sz\u00e1modra! Data Analyst k\u00e9pz\u00e9s\u00fcnk\u00f6n 3 h\u00f3nap alatt, online, ak\u00e1r munka mellett \u00e1tnyergelhetsz erre a ter\u00fcletre. M\u00e1r l\u00e1tod is magad el\u0151tt az \u00faj n\u00e9vjegyeden a Data Analyst poz\u00edci\u00f3t? <\/span>Itt teheted meg a k\u00f6vetkez\u0151 l\u00e9p\u00e9st.<\/span><\/a><\/p>

Ha pedig vezet\u0151k\u00e9nt szeretn\u00e9d koll\u00e9g\u00e1idat bevezetni az adatok vil\u00e1g\u00e1ba, n\u00e9zd meg <\/span>5 napos c\u00e9ges k\u00e9pz\u00e9s\u00fcnket! <\/span><\/a>Aj\u00e1nljuk mindazoknak, akik napi szinten tal\u00e1lkoznak nagy mennyis\u00e9g\u0171 adattal a munk\u00e1juk sor\u00e1n – \u00e9s szeretn\u00e9k v\u00e9gre m\u00e9lys\u00e9g\u00fckben meg\u00e9rteni azokat.<\/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":"

H\u00e1ny l\u00e9p\u00e9st tett\u00e9l meg ma? Az alv\u00e1sod h\u00e1ny sz\u00e1zal\u00e9ka volt m\u00e9lyalv\u00e1s tegnap \u00e9jjel? Melyik zen\u00e9t hallgattad meg legt\u00f6bbsz\u00f6r tavaly? H\u00e1ny kal\u00f3ria van egy smash burgerben? 20 \u00e9vvel ezel\u0151tt m\u00e9g csaknem lehetetlen lett volna megv\u00e1laszolni ezeket a k\u00e9rd\u00e9seket, ma pedig az adatvez\u00e9relt d\u00f6nt\u00e9shozatal szinte alap, hogy adataink vannak az \u00e9let\u00fcnk minden ter\u00fclet\u00e9r\u0151l. A tud\u00e1s hatalom, tartja […]<\/p>\n","protected":false},"author":17,"featured_media":112102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[127],"tags":[],"class_list":["post-112065","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-trendek-hu"],"yoast_head":"\nAdatvez\u00e9relt mindennapok - Kal\u00f3ri\u00e1kt\u00f3l a nagyv\u00e1llalati d\u00f6nt\u00e9sekig - Codecool<\/title>\n<meta name=\"description\" content=\"T\u00f6bb adatot birtokolunk, figyel\u00fcnk \u00e9s haszn\u00e1lunk mint valaha. Hogyan hatj\u00e1k \u00e1t az adatok az \u00e9let\u00fcnket? 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