{"id":1988,"date":"2023-11-24T14:31:46","date_gmt":"2023-11-24T13:31:46","guid":{"rendered":"https:\/\/www.trusteddecisions.com\/uncategorized-lv\/kas-ir-datu-ieguve\/"},"modified":"2026-05-06T22:30:08","modified_gmt":"2026-05-06T20:30:08","slug":"kas-ir-datu-ieguve","status":"publish","type":"post","link":"https:\/\/www.trusteddecisions.com\/lv\/kas-ir-datu-ieguve\/","title":{"rendered":"Kas ir datu ieguve?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Datu ieguve ir lietder\u012bgas inform\u0101cijas ieg\u016b\u0161ana no liel\u0101m datu kop\u0101m. T\u0101 ietver virkni meto\u017eu, ko var izmantot lielu datu kopu anal\u012bzei, lai atrastu interesantus mode\u013cus un sakar\u012bbas. Datu ieguvi var izmantot ar\u012b, lai prognoz\u0113tu uzved\u012bbu n\u0101kotn\u0113. Datu ieguves metodes k\u013c\u016bst arvien svar\u012bg\u0101kas, jo datu apjoms, ar ko m\u0113s \u0161odien str\u0101d\u0101jam, pieaug.<\/p>\n\n<p class=\"wp-block-paragraph\">Datu ieguv\u0113 tiek izmantotas da\u017e\u0101das metodes. Tie cita starp\u0101 ir \u0161\u0101di:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Grup\u0113\u0161ana: \u0161o metodi izmanto, lai apkopotu l\u012bdz\u012bgus datu ierakstus. Piem\u0113ram, klientu datus var sagrup\u0113t p\u0113c l\u012bdz\u012bbas.<\/li>\n\n\n\n<li>Regresijas anal\u012bze: ar \u0161o metodi m\u0113\u0123ina noteikt saist\u012bbu starp da\u017e\u0101diem main\u012bgajiem. Piem\u0113ram, var noteikt, vai past\u0101v korel\u0101cija starp ien\u0101kumiem un iepirk\u0161an\u0101s paradumiem.<\/li>\n\n\n\n<li>L\u0113mumu koki: ar \u0161o metodi m\u0113\u0123ina prognoz\u0113t noteiktu rezult\u0101tu, pamatojoties uz noteiktiem krit\u0113rijiem. Piem\u0113ram, to var izmantot, lai noteiktu, vai klients ieg\u0101d\u0101sies konkr\u0113tu produktu.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Datu ieguves metodes<\/h2>\n\n<p class=\"wp-block-paragraph\">Atkar\u012bb\u0101 no m\u0113r\u0137a un datu veida var izmantot da\u017e\u0101das datu ieguves metodes. \u0160eit ir aprakst\u012btas da\u017eas no svar\u012bg\u0101kaj\u0101m datu ieguves metod\u0113m:<\/p>\n\n<h2 class=\"wp-block-heading\">Apraksto\u0161\u0101s datu ieguves metodes:<\/h2>\n\n<p class=\"wp-block-paragraph\">Apraksto\u0161\u0101s metodes tiek izmantotas, lai datos atpaz\u012btu likumsakar\u012bbas un korel\u0101cijas. Tie ietver:<\/p>\n\n<h3 class=\"wp-block-heading\">Klasteru anal\u012bze:<\/h3>\n\n<p class=\"wp-block-paragraph\">L\u012bdz\u012bgi objekti tiek apkopoti grup\u0101s vai klasteros.<\/p>\n\n<h3 class=\"wp-block-heading\">Faktoru anal\u012bze:<\/h3>\n\n<p class=\"wp-block-paragraph\">Faktoranal\u012bzi izmanto, lai samazin\u0101tu datu main\u012bgumu, apkopojot main\u012bgos maz\u0101k\u0101 faktoru skait\u0101.<\/p>\n\n<h3 class=\"wp-block-heading\">Asoci\u0101cijas noteikumi:<\/h3>\n\n<p class=\"wp-block-paragraph\">Asoci\u0101cijas noteikumi par\u0101da attiec\u012bbas un atkar\u012bbas starp main\u012bgajiem un \u013cauj noteikt t\u0101dus noteikumus k\u0101 &#8220;Ja notiek A, tad notiek ar\u012b B&#8221;.<\/p>\n\n<h3 class=\"wp-block-heading\">Prognoz\u0113\u0161anas metodes:<\/h3>\n\n<p class=\"wp-block-paragraph\">Prognoz\u0113\u0161anas metodes tiek izmantotas, lai prognoz\u0113tu n\u0101kotnes notikumus vai rezult\u0101tus. Tie ietver:<\/p>\n\n<h3 class=\"wp-block-heading\">Klasifik\u0101cija:<\/h3>\n\n<p class=\"wp-block-paragraph\">Klasifik\u0101ciju izmanto, lai datu objektus iedal\u012btu iepriek\u0161 noteikt\u0101s kategorij\u0101s vai grup\u0101s.<\/p>\n\n<h3 class=\"wp-block-heading\">Regresijas anal\u012bze:<\/h3>\n\n<p class=\"wp-block-paragraph\">Regresijas anal\u012bzi izmanto, lai model\u0113tu attiec\u012bbas starp main\u012bgajiem lielumiem un prognoz\u0113tu skaitliskos rezult\u0101tus.<\/p>\n\n<h3 class=\"wp-block-heading\">L\u0113mumu koki:<\/h3>\n\n<p class=\"wp-block-paragraph\">L\u0113mumu koki pal\u012bdz model\u0113t sare\u017e\u0123\u012btus l\u0113mumu pie\u0146em\u0161anas procesus, veidojot l\u0113mumu kokus, pamatojoties uz konkr\u0113tiem noteikumiem.<\/p>\n\n<p class=\"wp-block-paragraph\">Metodes izv\u0113le ir atkar\u012bga no datu veida, p\u0113t\u012bjuma jaut\u0101juma un pieejamajiem resursiem. Praks\u0113 bie\u017ei tiek izmantotas datu ieguves meto\u017eu kombin\u0101cijas, lai lab\u0101k izprastu datus un veiktu prognozes.<\/p>\n\n<h2 class=\"wp-block-heading\">Datu ieguves datu avoti<\/h2>\n\n<p class=\"wp-block-paragraph\">Datu ieguve nodro\u0161ina da\u017e\u0101dus datu avotus, no kuriem var ieg\u016bt inform\u0101ciju. \u0160eit ir da\u017ei no svar\u012bg\u0101kajiem datu avotiem:<\/p>\n\n<h3 class=\"wp-block-heading\">Datu b\u0101zes:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu b\u0101zes ir viens no svar\u012bg\u0101kajiem datu ieguves datu avotiem. Uz\u0146\u0113mumi savus datus bie\u017ei glab\u0101 rel\u0101ciju datub\u0101z\u0113s, kur\u0101s ir tabulas, kur\u0101s dati ir sak\u0101rtoti un uzglab\u0101ti. Datu ieguvi var izmantot, lai izpild\u012btu piepras\u012bjumus un veiktu \u0161o datu anal\u012bzi, lai noteiktu mode\u013cus un sakar\u012bbas.<\/p>\n\n<h3 class=\"wp-block-heading\">Teksta dokumenti:<\/h3>\n\n<p class=\"wp-block-paragraph\">Teksta dokumenti, piem\u0113ram, e-pasta v\u0113stules, t\u0113rz\u0113\u0161anas transkripcijas, raksti un soci\u0101lo mediju ieraksti, bie\u017ei satur v\u0113rt\u012bgu inform\u0101ciju, ko var izmantot, izmantojot datu ieguvi. \u0160o datu anal\u012bzei un svar\u012bgas inform\u0101cijas filtr\u0113\u0161anai var izmantot teksta ieguves metodes, piem\u0113ram, dabisk\u0101s valodas apstr\u0101di (NLP).<\/p>\n\n<h3 class=\"wp-block-heading\">Soci\u0101lie pla\u0161sazi\u0146as l\u012bdzek\u013ci:<\/h3>\n\n<p class=\"wp-block-paragraph\">Soci\u0101lie mediji ir v\u0113l viens svar\u012bgs datu avots, ko var izmantot datu ieguvei. T\u0101di soci\u0101lie t\u012bkli k\u0101 Facebook, Twitter, LinkedIn un Instagram satur inform\u0101ciju par lietot\u0101ju uzved\u012bbu un v\u0113lm\u0113m, ko var izmantot m\u0101rketinga m\u0113r\u0137iem. Inform\u0101ciju par tendenc\u0113m un viedok\u013ciem var ieg\u016bt ar\u012b no soci\u0101lo mediju zi\u0146\u0101m.<\/p>\n\n<h3 class=\"wp-block-heading\">Sensoru un IoT dati:<\/h3>\n\n<p class=\"wp-block-paragraph\">Sensoru un IoT ier\u012b\u010du izplat\u012b\u0161an\u0101s ir rad\u012bjusi jaunu datu avotu. \u0160\u012bs ier\u012bces apkopo datus par vidi un cilv\u0113ku un ma\u0161\u012bnu uzved\u012bbu. Izmantojot datu ieguvi, \u0161\u012bs datub\u0101zes var izmantot, lai g\u016btu ieskatu un automatiz\u0113tu l\u0113mumus.<\/p>\n\n<p class=\"wp-block-paragraph\">Datu avota izv\u0113le ir atkar\u012bga no uzdot\u0101 jaut\u0101juma un nepiecie\u0161am\u0101s inform\u0101cijas. Tom\u0113r ir svar\u012bgi atz\u012bm\u0113t, ka liela datu apjoma kvalit\u0101tei ir iz\u0161\u0137iro\u0161a noz\u012bme datu ieguv\u0113, un nepietiekama datu kvalit\u0101te var pasliktin\u0101t anal\u012bzes rezult\u0101tus.<\/p>\n\n<h2 class=\"wp-block-heading\">Datu ieguves lietojumi<\/h2>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi pla\u0161i izmanto da\u017e\u0101d\u0101s nozar\u0113s un sektoros. \u0160eit ir da\u017ei no svar\u012bg\u0101kajiem datu ieguves pielietojuma piem\u0113riem:<\/p>\n\n<h3 class=\"wp-block-heading\">M\u0101rketings un klientu lojalit\u0101te:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi bie\u017ei izmanto m\u0101rketinga nozar\u0113, lai izprastu klientu vajadz\u012bbas un uzved\u012bbu. Uz\u0146\u0113mumi izmanto datu ieguvi, lai veidotu klientu profilus un m\u0113r\u0137tiec\u012bgi veidotu m\u0113r\u0137tiec\u012bgas m\u0101rketinga kampa\u0146as un personaliz\u0113tus pied\u0101v\u0101jumus un ieteikumus.<\/p>\n\n<h3 class=\"wp-block-heading\">Kr\u0101p\u0161anas atkl\u0101\u0161ana:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi izmanto ar\u012b kr\u0101p\u0161anas atkl\u0101\u0161anai, lai identific\u0113tu aizdom\u012bgus mode\u013cus vai anom\u0101lijas datos. Piem\u0113ram, to var izmantot, lai atpaz\u012btu kr\u0101pnieciskus kred\u012btkar\u0161u dar\u012bjumus vai identific\u0113tu anom\u0101lijas apdro\u0161in\u0101\u0161anas pras\u012bb\u0101s.<\/p>\n\n<h3 class=\"wp-block-heading\">Cilv\u0113kresursi:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi var izmantot ar\u012b cilv\u0113kresursu noda\u013c\u0101, lai apkopotu un analiz\u0113tu inform\u0101ciju par darbiniekiem un pieteikumu iesniedz\u0113jiem. Uz\u0146\u0113mumi var izmantot datu ieguvi, lai atpaz\u012btu likumsakar\u012bbas, pie\u0146emot darbiniekus darb\u0101, un pie\u0146emt lab\u0101kus l\u0113mumus.<\/p>\n\n<h3 class=\"wp-block-heading\">Vesel\u012bbas apr\u016bpe:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi bie\u017ei izmanto vesel\u012bbas apr\u016bp\u0113, lai analiz\u0113tu pacientu datus un nodro\u0161in\u0101tu personaliz\u0113tu diagnostiku un \u0101rst\u0113\u0161anu. To var izmantot ar\u012b, lai noteiktu sabiedr\u012bbas vesel\u012bbas datu mode\u013cus un atkl\u0101tu slim\u012bbu uzliesmojumus.<\/p>\n\n<h3 class=\"wp-block-heading\">Finanses:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi izmanto ar\u012b finan\u0161u nozar\u0113, lai identific\u0113tu riskus un nov\u0113rstu kr\u0101p\u0161anu. Bankas var izmantot datu ieguvi, lai identific\u0113tu aizdom\u012bgus dar\u012bjumus vai nov\u0113rt\u0113tu kred\u012btrisku.<\/p>\n\n<p class=\"wp-block-paragraph\">\u0160ie lietojumi ir tikai da\u017ei piem\u0113ri no datu ieguves daudzveid\u012bgaj\u0101m iesp\u0113j\u0101m. Paredzams, ka datu ieguvei n\u0101kotn\u0113 b\u016bs arvien liel\u0101ka noz\u012bme, jo uz\u0146\u0113mumi un organiz\u0101cijas v\u0101c un analiz\u0113 arvien liel\u0101kus datu apjomus, lai g\u016btu v\u0113rt\u012bgu ieskatu.<\/p>\n\n<h2 class=\"wp-block-heading\">Datu ieguves programmat\u016bra un datu ieguves r\u012bki<\/h2>\n\n<p class=\"wp-block-paragraph\">Datu ieguvei ir nepiecie\u0161ama datu ieguves programmat\u016bra, kas atvieglo datu anal\u012bzi un interpret\u0101ciju.<\/p>\n\n<h3 class=\"wp-block-heading\">Datu glab\u0101tuve &#8211; ko tas noz\u012bm\u0113?<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu kr\u0101tuve ir datu b\u0101ze, kas izveidota lielu un sare\u017e\u0123\u012btu datu apjomu anal\u012bzei. T\u0101 ir centraliz\u0113ta kr\u0101tuve, kur\u0101 tiek apkopoti, att\u012br\u012bti un konsekvent\u0101 veid\u0101 uzglab\u0101ti dati no da\u017e\u0101diem avotiem. Tas \u013cauj uz\u0146\u0113mumiem pie\u0146emt l\u0113mumus, pamatojoties uz visaptvero\u0161u datu anal\u012bzi, jo dati ir viegli pieejami un saprotami lietot\u0101jam.<\/p>\n\n<p class=\"wp-block-paragraph\">Datu noliktavas m\u0113r\u0137is ir uzglab\u0101t un organiz\u0113t datus t\u0101d\u0101 veid\u0101, kas ir viegli pieejams un saprotams anal\u012bz\u0113m un p\u0101rskatiem. T\u0101 var apkopot datus no da\u017e\u0101diem avotiem, piem\u0113ram, ERP sist\u0113m\u0101m, CRM sist\u0113m\u0101m (klientu attiec\u012bbu p\u0101rvald\u012bbas sist\u0113m\u0101m) un daudziem citiem avotiem. P\u0113c tam dati tiek att\u012br\u012bti, p\u0101rveidoti un uzglab\u0101ti konsekvent\u0101 form\u0101, lai tos var\u0113tu izmantot anal\u012bz\u0113m un zi\u0146ojumiem.<\/p>\n\n<p class=\"wp-block-paragraph\">Datu kr\u0101tuve ir svar\u012bga datu p\u0101rvald\u012bbas un biznesa izl\u016bko\u0161anas sast\u0101vda\u013ca, jo t\u0101 \u013cauj veikt visaptvero\u0161u datu p\u0101rvald\u012bbu, pamatojoties uz konsolid\u0113tiem un att\u012br\u012btiem datiem. Uz\u0146\u0113mumi izmanto datu noliktavas, lai sav\u0101s datu b\u0101z\u0113s noteiktu tendences un mode\u013cus, atpaz\u012btu riskus, identific\u0113tu iesp\u0113jas un pie\u0146emtu pamatotus l\u0113mumus.<\/p>\n\n<p class=\"wp-block-paragraph\">Kopum\u0101 datu kr\u0101tuve \u013cauj veikt lab\u0101kas prognozes, pamatojoties uz visaptvero\u0161u un konsekventu datu anal\u012bzi. T\u0101 ir svar\u012bga datu p\u0101rvald\u012bbas un biznesa izl\u016bko\u0161anas sast\u0101vda\u013ca, un to izmanto daudz\u0101s nozar\u0113s un uz\u0146\u0113mumos, lai pie\u0146emtu lab\u0101kus l\u0113mumus un ieg\u016btu konkurences priek\u0161roc\u012bbas.<\/p>\n\n<h2 class=\"wp-block-heading\">K\u0101das ir datu ieguves priek\u0161roc\u012bbas?<\/h2>\n\n<p class=\"wp-block-paragraph\">Datu ieguve sniedz daudz priek\u0161roc\u012bbu uz\u0146\u0113mumiem un organiz\u0101cij\u0101m, kas p\u0101rvalda lielu un sare\u017e\u0123\u012btu datu apjomu. \u0160eit ir uzskait\u012bti da\u017ei no galvenajiem datu ieguves ieguvumiem:<\/p>\n\n<h3 class=\"wp-block-heading\">Atpaz\u012bt mode\u013cus un tendences:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguve dod iesp\u0113ju identific\u0113t mode\u013cus un tendences lielos datu apjomos, kurus cit\u0101di b\u016btu gr\u016bti atpaz\u012bt. Analiz\u0113jot datub\u0101zi, uz\u0146\u0113mumi var g\u016bt ieskatu un v\u0113rt\u012bgu inform\u0101ciju l\u0113mumu pie\u0146em\u0161anai.<\/p>\n\n<h3 class=\"wp-block-heading\">Personaliz\u0113ti pied\u0101v\u0101jumi un ieteikumi:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguve \u013cauj uz\u0146\u0113mumiem izveidot individu\u0101lus klientu un lietot\u0101ju profilus un sagatavot personaliz\u0113tus pied\u0101v\u0101jumus un ieteikumus. Tas palielina klientu apmierin\u0101t\u012bbu un lojalit\u0101ti.<\/p>\n\n<h3 class=\"wp-block-heading\">Kr\u0101p\u0161anas atkl\u0101\u0161ana:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguvi bie\u017ei izmanto kr\u0101p\u0161anas atkl\u0101\u0161anai, lai datub\u0101z\u0113 identific\u0113tu aizdom\u012bgus mode\u013cus vai anom\u0101lijas. Tas \u013cauj uz\u0146\u0113mumiem nov\u0113rst kr\u0101p\u0161anu un aizsarg\u0101t savu finan\u0161u integrit\u0101ti.<\/p>\n\n<h3 class=\"wp-block-heading\">Uzlabota l\u0113mumu pie\u0146em\u0161ana:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguve \u013cauj uz\u0146\u0113mumiem pie\u0146emt pamatotus l\u0113mumus, pamatojoties uz datiem un anal\u012bzi. Tas ar\u012b pal\u012bdz identific\u0113t riskus un izprast l\u0113mumu ietekmi, pirms tie tiek pie\u0146emti.<\/p>\n\n<h3 class=\"wp-block-heading\">Izmaksu ietaup\u012bjums:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu ieguve var pal\u012bdz\u0113t optimiz\u0113t un automatiz\u0113t procesus un darba pl\u016bsmas uz\u0146\u0113mumos. Tas \u013cauj uz\u0146\u0113mumiem samazin\u0101t izmaksas un str\u0101d\u0101t efekt\u012bv\u0101k.<\/p>\n\n<p class=\"wp-block-paragraph\">Kopum\u0101 datu ieguves procesi sniedz daudz priek\u0161roc\u012bbu uz\u0146\u0113mumiem un organiz\u0101cij\u0101m, kas p\u0101rvalda lielus datu apjomus. Tas \u013cauj jums identific\u0113t v\u0113rt\u012bgu inform\u0101ciju un ieskatu, kas pal\u012bdz uzlabot uz\u0146\u0113m\u0113jdarb\u012bbas procesus, klientu apmierin\u0101t\u012bbu un konkur\u0113tsp\u0113ju.<\/p>\n\n<h2 class=\"wp-block-heading\">Lielie dati un datu ieguve<\/h2>\n\n<p class=\"wp-block-paragraph\">Lielie dati un datu ieguve ir divi da\u017e\u0101di j\u0113dzieni, lai gan lielie dati un datu ieguve bie\u017ei tiek savstarp\u0113ji saist\u012bti. Lieli datu apjomi ir lieli datu apjomi, kurus nav iesp\u0113jams efekt\u012bvi apstr\u0101d\u0101t ar parastaj\u0101m metod\u0113m, savuk\u0101rt datu ieguves process ietver datu anal\u012bzi, lai ieg\u016btu attiec\u012bgas sakar\u012bbas un ieskatu. Datu ieguvei izmanto statistikas algoritmus un m\u0101ksl\u012bg\u0101 intelekta metodes, un to var piem\u0113rot ar\u012b maz\u0101k\u0101m datu kop\u0101m.<\/p>\n\n<h2 class=\"wp-block-heading\">Datu ieguves n\u0101kotne<\/h2>\n\n<p class=\"wp-block-paragraph\">Datu ieguve p\u0113d\u0113jos gados ir iev\u0113rojami att\u012bst\u012bjusies un tiek izmantota arvien vair\u0101k nozar\u0113s un jom\u0101s. \u0160eit ir da\u017eas no tendenc\u0113m, kas noteiks datu ieguves n\u0101kotni:<\/p>\n\n<h3 class=\"wp-block-heading\">M\u0101ksl\u012bgais intelekts un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s:<\/h3>\n\n<p class=\"wp-block-paragraph\">M\u0101ksl\u012bgais intelekts (AI) un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s (ML) ir tehnolo\u0123ijas, kas v\u0113l vair\u0101k uzlabos datu ieguvi. Izmantojot m\u0101ksl\u012bgo intelektu un ma\u0161\u012bnm\u0101c\u012b\u0161anos, uz\u0146\u0113mumi var \u0101tr\u0101k un prec\u012bz\u0101k identific\u0113t datu kopu mode\u013cus un tendences un veikt prognozes.<\/p>\n\n<h3 class=\"wp-block-heading\">Lielie dati:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu apjoms un sare\u017e\u0123\u012bt\u012bba turpina pieaugt, un uz\u0146\u0113mumiem ir nepiecie\u0161ami lab\u0101ki r\u012bki un tehnolo\u0123ijas, lai tos efekt\u012bvi analiz\u0113tu. Datu ieguvei b\u016bs liela noz\u012bme, lai g\u016btu ieskatu no lielajiem datiem un automatiz\u0113tu l\u0113mumu pie\u0146em\u0161anu.<\/p>\n\n<h3 class=\"wp-block-heading\">Datu aizsardz\u012bba un dro\u0161\u012bba:<\/h3>\n\n<p class=\"wp-block-paragraph\">Datu aizsardz\u012bba un dro\u0161\u012bba ar\u012b turpm\u0101k b\u016bs svar\u012bgs datu ieguves faktors. Organiz\u0101cij\u0101m ir j\u0101nodro\u0161ina, ka t\u0101s savu klientu un lietot\u0101ju datus izmanto dro\u0161i un likum\u012bgi un ka t\u0101s veic atbilsto\u0161us pas\u0101kumus datu aizsardz\u012bbai.<\/p>\n\n<h3 class=\"wp-block-heading\">Automatiz\u0101cija un procesu optimiz\u0101cija:<\/h3>\n\n<p class=\"wp-block-paragraph\">N\u0101kotn\u0113 datu ieguve sniegs v\u0113l liel\u0101ku ieguld\u012bjumu uz\u0146\u0113mumu procesu un darba pl\u016bsmu optimiz\u0113\u0161an\u0101 un automatiz\u0113\u0161an\u0101. Uz\u0146\u0113mumi izmantos datu ieguvi, lai automatiz\u0113tu atk\u0101rtotus uzdevumus un l\u0113mumus, t\u0101d\u0113j\u0101di palielinot savu efektivit\u0101ti un konkur\u0113tsp\u0113ju.<\/p>\n\n<p class=\"wp-block-paragraph\">Kopum\u0101 datu ieguvei ar\u012b turpm\u0101k b\u016bs liela noz\u012bme, un t\u0101 turpin\u0101s att\u012bst\u012bties. Uz\u0146\u0113mumi un organiz\u0101cijas, kas sp\u0113j efekt\u012bvi analiz\u0113t un izmantot datus, var\u0113s g\u016bt v\u0113rt\u012bgu ieskatu, pie\u0146emt pamatotus l\u0113mumus un ieg\u016bt konkurences priek\u0161roc\u012bbas.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Datu ieguve ir lietder\u012bgas inform\u0101cijas ieg\u016b\u0161ana no liel\u0101m datu kop\u0101m. T\u0101 ietver virkni meto\u017eu, ko var izmantot lielu datu kopu<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"Datu ieguve \" Datu mode\u013cu atpaz\u012b\u0161ana m\u0113r\u0137tiec\u012bgai anal\u012bzei","rank_math_description":"II\u27a4 Datu ieguve \u27a5 V\u0113rt\u012bgas inform\u0101cijas ieg\u016b\u0161ana \u2713 Raksturlielumu anal\u012bze \u2713 Prec\u012bzas prognozes pamatotu l\u0113mumu pie\u0146em\u0161anai","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":"","rank_math_robots":[],"footnotes":""},"categories":[48],"tags":[],"class_list":["post-1988","post","type-post","status-publish","format-standard","hentry","category-wiki"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/posts\/1988","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/comments?post=1988"}],"version-history":[{"count":1,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/posts\/1988\/revisions"}],"predecessor-version":[{"id":8747,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/posts\/1988\/revisions\/8747"}],"wp:attachment":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/media?parent=1988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/categories?post=1988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/tags?post=1988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}