{"id":39573,"date":"2019-10-31T22:36:07","date_gmt":"2019-10-31T19:36:07","guid":{"rendered":"https:\/\/prohoster.info\/blog\/zakat-epohi-big-data\/"},"modified":"2019-10-31T22:36:07","modified_gmt":"2019-10-31T19:36:07","slug":"zakat-epohi-big-data","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/zakat-epohi-big-data","title":{"rendered":"Periudha e Big Data po mbyllet","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Shum\u00eb autor\u00eb t\u00eb huaj bien dakord se epoka e Big Data ka p\u00ebrfunduar. N\u00eb k\u00ebt\u00eb rast, termi Big Data p\u00ebrfshin teknologjit\u00eb e bazuara n\u00eb Hadoop. Shum\u00eb autor\u00eb madje mund ta quajn\u00eb me sigurim dat\u00ebn kur Big Data e la k\u00ebt\u00eb bot\u00eb, dhe ajo dat\u00eb \u00ebsht\u00eb 05.06.2019. <\/p>\n<p>\u00c7far\u00eb ndodhi n\u00eb k\u00ebt\u00eb dit\u00eb t\u00eb r\u00ebnd\u00ebsishme? <\/p>\n<p>N\u00eb k\u00ebt\u00eb dit\u00eb, kompania MAPR premtoi t\u00eb pezullonte pun\u00ebn e saj n\u00ebse nuk do t\u00eb mund t\u00eb gjej\u00eb mjete p\u00ebr funksionimin e m\u00ebtejsh\u00ebm. M\u00eb von\u00eb, n\u00eb gusht 2019, MAPR u ble nga kompan\u00eda HP. Por duke u rikthyer n\u00eb qershor, nuk mund t\u00eb mos theksohet tragjizmi i k\u00ebtij periudhe p\u00ebr tregun e Big Data. N\u00eb k\u00ebt\u00eb muaj ndodhi r\u00ebnia e tregut t\u00eb aksioneve t\u00eb kompanis\u00eb CLOUDERA \u2013 lojtarit kryesor n\u00eb tregun e sip\u00ebrp\u00ebrmendur, q\u00eb kryehu nj\u00eb bashkim me HORTOWORKS, nj\u00eb kompani q\u00eb kishte munges\u00eb fitimi, n\u00eb janar t\u00eb k\u00ebtij viti. R\u00ebnia ishte mjaft e r\u00ebnd\u00ebsishme dhe arriti n\u00eb 43%, duke e ulur kapitalizimin e CLOUDERA nga 4.1 n\u00eb 1.4 miliard dollar\u00eb.<\/p>\n<p>Nuk mund t\u00eb mos thuhet se thashethemet p\u00ebr fryrjen e nj\u00eb bubble n\u00eb fush\u00ebn e teknologjive t\u00eb bazuara n\u00eb Hadoop kan\u00eb qarkulluar q\u00eb nga dhjetori 2014, por ajo mbajti fort p\u00ebr gati pes\u00eb vjet t\u00eb tjera. K\u00ebto thashetheme bazohej n\u00eb refuzimin e Google, kompanis\u00eb ku nisi teknologjia Hadoop, t\u00eb shpikjes s\u00eb saj. Por teknologjia, mori nj\u00eb vler\u00eb gjat\u00eb kalimit t\u00eb kompanive n\u00eb mjetet e p\u00ebrpunimit n\u00eb re dhe rritjes s\u00eb furishme t\u00eb inteligjenc\u00ebs artificiale. Prandaj, duke u kthyer mbrapa, mund t\u00eb thuhet me siguri se fundi ishte i pritur.<\/p>\n<p>K\u00ebshtu, era e Big Data ka p\u00ebrfunduar, por gjat\u00eb pun\u00ebs me t\u00eb dh\u00ebnat e m\u00ebdha, kompanit\u00eb kuptuan t\u00eb gjitha nuancat e pun\u00ebs me to, p\u00ebrfitimet q\u00eb Big Data mund t'u sjell\u00eb bizneseve, si dhe m\u00ebsuan t\u00eb shfryt\u00ebzojn\u00eb inteligjenc\u00ebn artificiale p\u00ebr nxjerrjen e vler\u00ebs nga t\u00eb dh\u00ebnat e pap\u00ebrpunuara.<\/p>\n<p>K\u00ebshtu q\u00eb interesant b\u00ebhet pyetja se \u00e7far\u00eb do t\u00eb vij\u00eb si z\u00ebvend\u00ebsim p\u00ebr k\u00ebt\u00eb teknologji dhe si do t\u00eb zhvillohen m\u00eb tej teknologjit\u00eb e analitik\u00ebs. <br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>Analitika e Shtuar<\/h3>\n<p>\n Gjat\u00eb ngjarjeve t\u00eb p\u00ebrmendura, kompanit\u00eb q\u00eb punonin n\u00eb fush\u00ebn e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave nuk kan\u00eb q\u00ebndruar duar kryq. Kjo \u00ebsht\u00eb e dukshme nga informacioni mbi transaksionet q\u00eb ndodh\u00ebn n\u00eb 2019. N\u00eb k\u00ebt\u00eb vit u realizua transaksioni m\u00eb i madh n\u00eb treg \u2013 blerja e platform\u00ebs analitike Tableau nga Salesforce p\u00ebr 15.7 miliard dollar\u00eb. Nj\u00eb marr\u00ebveshje m\u00eb e vog\u00ebl ndodhi midis Google dhe Looker. Dhe sigurisht nuk mund t\u00eb p\u00ebrjashtohet blerja e platform\u00ebs Big Data Attunity nga kompania Qlik.<\/p>\n<p>Lider\u00ebt e tregut BI dhe specialist\u00ebt e Gartner parashikojn\u00eb nj\u00eb kalim t\u00eb madh n\u00eb qasjet e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave, q\u00eb do t\u00eb shkat\u00ebrroj\u00eb plot\u00ebsisht tregun BI dhe do t\u00eb \u00e7oj\u00eb n\u00eb z\u00ebvend\u00ebsimin e BI me AI. N\u00eb k\u00ebt\u00eb kontekst, duhet theksuar se shkronjat AI nuk do t\u00eb thot\u00eb 'Artificial intelligence', por 'Augmented Intelligence'. Le t\u00eb hedhim nj\u00eb v\u00ebshtrim m\u00eb t\u00eb af\u00ebrt n\u00eb at\u00eb q\u00eb fshihet pas fjal\u00ebve 'Analitika e Shtuar'. <\/p>\n<p>Analitika e Shtuar, si\u00e7 \u00ebsht\u00eb Realiteti i Shtuar, bazohet n\u00eb disa postulata t\u00eb p\u00ebrbashk\u00ebta:<\/p>\n<ul>\n<li>mund\u00ebsin\u00eb p\u00ebr t\u00eb komunikuar duke p\u00ebrdorur NLP (Natural Language Processing), dmth, n\u00eb gjuh\u00ebn njer\u00ebzore;<\/li>\n<li>p\u00ebrdorimi i inteligjenc\u00ebs artificiale, q\u00eb do t\u00eb thot\u00eb se t\u00eb dh\u00ebnat do t\u00eb p\u00ebrpunohen paraprakisht nga inteligjenca makinerike;<\/li>\n<li>dhe sigurisht rekomandimet q\u00eb jan\u00eb n\u00eb dispozicion p\u00ebr p\u00ebrdoruesin e sistemit, t\u00eb cilat jan\u00eb gjeneruar nga inteligjenca artificiale.<\/li>\n<\/ul>\n<p>\n Sipas mendimit t\u00eb prodhuesve t\u00eb platformave analitike, p\u00ebrdorimi i tyre do t\u00eb jet\u00eb i arritsh\u00ebm p\u00ebr p\u00ebrdoruesit pa aft\u00ebsi t\u00eb ve\u00e7anta, si\u00e7 \u00ebsht\u00eb njohja e SQL ose gjuh\u00ebve t\u00eb ngjashme skriptimi, pa p\u00ebrgatitje statistikore ose matematikore, pa njohuri n\u00eb fushat e gjuh\u00ebve popullore q\u00eb specializohen n\u00eb p\u00ebrpunimin e t\u00eb dh\u00ebnave dhe bibliotekave p\u00ebrkat\u00ebse. K\u00ebta individ\u00eb, t\u00eb quajtur 'Citizen Data Scientist', duhet t\u00eb ken\u00eb vet\u00ebm kualifikime t\u00eb shk\u00eblqyera n\u00eb biznes. Detyra e tyre \u00ebsht\u00eb t\u00eb kapin insightet e biznesit nga sugjerimet dhe parashikimet q\u00eb do t'u jap\u00eb inteligjenca artificiale, nd\u00ebrsa do t'i sakt\u00ebsojn\u00eb hamendjet e tyre duke p\u00ebrdorur NLP.<\/p>\n<p>Duke p\u00ebrshkruajm\u00eb procesin e pun\u00ebs s\u00eb p\u00ebrdoruesve me sisteme t\u00eb k\u00ebtij lloji, mund t\u00eb imagjinojm\u00eb nj\u00eb sken\u00eb t\u00eb till\u00eb. Nj\u00eb person, kur hyn n\u00eb pun\u00eb dhe nis aplikacionin p\u00ebrkat\u00ebs, p\u00ebrve\u00e7 grupit t\u00eb zakonsh\u00ebm t\u00eb raporteve dhe dashboard-eve q\u00eb mund t\u00eb analizohet me qasje standarde (renditje, grupim, kryerja e veprimeve aritmetike), sheh disa sugjerime dhe rekomandime, di\u00e7ka si: \"P\u00ebr t\u00eb arritur KPI-n\u00eb p\u00ebr numrin e shitjeve, duhet t\u00eb aplikoni nj\u00eb zbritje p\u00ebr produktet nga kategoria 'Kopshtari'\". P\u00ebrve\u00e7 k\u00ebsaj, personi mund t\u00eb drejtohet n\u00eb mesazh\u00ebrin korporativ: Skype, Slack, etj. Mund t\u00eb b\u00ebj\u00eb pyetje robotit me tekst ose z\u00eb: \"M\u00eb jep pes\u00eb klient\u00ebt m\u00eb t\u00eb fitimprur\u00ebs\". Pas marrjes s\u00eb p\u00ebrgjigjes p\u00ebrkat\u00ebse, ai duhet t\u00eb marr\u00eb vendimin optimal bazuar n\u00eb p\u00ebrvoj\u00ebn e tij n\u00eb biznes dhe t\u00eb sjell\u00eb fitim p\u00ebr kompanin\u00eb. <\/p>\n<p>N\u00ebse b\u00ebjm\u00eb nj\u00eb hap prapa dhe shqyrtojm\u00eb p\u00ebrb\u00ebrjen e informacionit t\u00eb analizuar, n\u00eb k\u00ebt\u00eb faz\u00eb produktet e klas\u00ebs s\u00eb analitik\u00ebs s\u00eb avancuar mund t\u00eb leht\u00ebsojn\u00eb jet\u00ebn e njer\u00ebzve. N\u00eb m\u00ebnyr\u00eb ideale, pritet q\u00eb p\u00ebrdoruesi t\u00eb tregoj\u00eb vet\u00ebm burimet e informacionit t\u00eb d\u00ebshiruar, nd\u00ebrsa programi kujdeset p\u00ebr krijimin e modelit t\u00eb t\u00eb dh\u00ebnave, lidhjen e tabelave dhe detyra t\u00eb ngjashme.<\/p>\n<p>T\u00eb gjitha k\u00ebto duhet, n\u00eb radh\u00eb t\u00eb par\u00eb, t\u00eb sigurojn\u00eb \"demokratizimin\" e t\u00eb dh\u00ebnave, dometh\u00ebn\u00eb \u00e7do person mund t\u00eb merret me analiz\u00ebn e gjith\u00eb mas\u00ebs s\u00eb informacionit q\u00eb ka kompania. Procesi i marrjes s\u00eb vendimeve duhet t\u00eb mb\u00ebshtetet n\u00eb metoda t\u00eb analiz\u00ebs statistikore. Koha e aksesit n\u00eb t\u00eb dh\u00ebna duhet t\u00eb jet\u00eb minimale, k\u00ebshtu q\u00eb nuk do t\u00eb nevojitet t\u00eb shkruhen skripte dhe k\u00ebrkesa SQL. Po ashtu, do t\u00eb mund t\u00eb kursehet n\u00eb specialist\u00eb t\u00eb shtrenj\u00eb t\u00eb Data Science.<\/p>\n<p>Hipotetikisht, teknologjit\u00eb ofrojn\u00eb perspektiva shum\u00eb premtuese p\u00ebr biznesin.<\/p>\n<h3>\u00c7far\u00eb z\u00ebvend\u00ebson Big Data<\/h3>\n<p>\n Por, n\u00eb thelb, fillova artikullin tim me Big Data. Dhe p\u00ebr t\u00eb zhvilluar k\u00ebt\u00eb tem\u00eb, nuk mund t\u00eb kaloj pa nj\u00eb p\u00ebrmbledhje t\u00eb shkurt\u00ebr t\u00eb veglave moderne BI, q\u00eb shpesh kan\u00eb Big Data si baz\u00eb. Fatkeq\u00ebsia e t\u00eb dh\u00ebnave t\u00eb m\u00ebdha tani \u00ebsht\u00eb qart\u00eb e paracaktuar, dhe kjo jan\u00eb teknologjit\u00eb cloud. Kam theksuar marr\u00ebveshjet e arritura me prodhuesit e BI p\u00ebr t\u00eb treguar se tani \u00e7do sistem analitik ka ruajtje cloud, dhe sh\u00ebrbimet cloud kan\u00eb BI si front end.<\/p>\n<p>Duke mos harruar shtyllat n\u00eb fush\u00ebn e databazave si ORACLE dhe Microsoft, duhet theksuar drejtimi i zgjedhur prej tyre p\u00ebr zhvillimin e biznesit dhe ky \u00ebsht\u00eb cloud. T\u00eb gjitha sh\u00ebrbimet e ofruara jan\u00eb t\u00eb disponueshme n\u00eb cloud, por disa sh\u00ebrbime cloud tashm\u00eb nuk mund t\u00eb merren on-premise. Ata kan\u00eb b\u00ebr\u00eb nj\u00eb pun\u00eb t\u00eb madhe p\u00ebr p\u00ebrdorimin e modeleve t\u00eb m\u00ebsimit t\u00eb makineris\u00eb, kan\u00eb krijuar biblioteka t\u00eb aksesueshme p\u00ebr p\u00ebrdoruesit, dhe kan\u00eb rregulluar nd\u00ebrfaqet p\u00ebr komfortin e pun\u00ebs me modelet nga p\u00ebrzgjedhja deri n\u00eb caktimin e koh\u00ebs s\u00eb nisjes.<\/p>\n<p>Nj\u00eb tjet\u00ebr avantazh i r\u00ebnd\u00ebsish\u00ebm i p\u00ebrdorimit t\u00eb sh\u00ebrbimeve cloud, q\u00eb shpallin prodhuesit, \u00ebsht\u00eb ekzistenca e grupeve t\u00eb dh\u00ebnash pothuajse pa kufij p\u00ebr \u00e7do tem\u00eb, p\u00ebr trajnimet e modeleve. <\/p>\n<p>Megjithat\u00eb, lind pyetja, sa mir\u00eb do t\u00eb priten teknologjit\u00eb cloud n\u00eb vendin ton\u00eb?<br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/473640\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0445 \u0430\u0432\u0442\u043e\u0440\u043e\u0432 \u0441\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u044d\u043f\u043e\u0445\u0430 Big Data \u043f\u043e\u0434\u043e\u0448\u043b\u0430 \u043a \u043a\u043e\u043d\u0446\u0443. \u0418 \u0432 \u0434\u0430\u043d\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u043e\u0434 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u043c Big Data \u043f\u043e\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 Hadoop. \u041c\u043d\u043e\u0433\u0438\u0435 \u0430\u0432\u0442\u043e\u0440\u044b, \u0434\u0430\u0436\u0435 \u043c\u043e\u0433\u0443\u0442 \u0441 \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e \u043d\u0430\u0437\u0432\u0430\u0442\u044c \u0434\u0430\u0442\u0443, \u043a\u043e\u0433\u0434\u0430 Big Data \u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u044d\u0442\u043e\u0442 \u043c\u0438\u0440 \u0438 \u044d\u0442\u0430 \u0434\u0430\u0442\u0430 \u2014 05.06.2019. \u0427\u0442\u043e \u0436\u0435 \u043f\u0440\u043e\u0438\u0437\u043e\u0448\u043b\u043e \u0432 \u044d\u0442\u043e\u0442 \u0437\u043d\u0430\u043c\u0435\u043d\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0434\u0435\u043d\u044c? \u0412 \u044d\u0442\u043e\u0442 \u0434\u0435\u043d\u044c, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-39573","post","type-post","status-publish","format-standard","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0445 \u0430\u0432\u0442\u043e\u0440\u043e\u0432 \u0441\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u044d\u043f\u043e\u0445\u0430 Big Data \u043f\u043e\u0434\u043e\u0448\u043b\u0430 \u043a \u043a\u043e\u043d\u0446\u0443. \u0418 \u0432 \u0434\u0430\u043d\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u043e\u0434 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u043c Big Data \u043f\u043e\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 Hadoop.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/zakat-epohi-big-data\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"sq_AL\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u0417\u0430\u043a\u0430\u0442 \u044d\u043f\u043e\u0445\u0438 Big Data | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u041c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0445 \u0430\u0432\u0442\u043e\u0440\u043e\u0432 \u0441\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043a \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u044d\u043f\u043e\u0445\u0430 Big Data \u043f\u043e\u0434\u043e\u0448\u043b\u0430 \u043a \u043a\u043e\u043d\u0446\u0443. \u0418 \u0432 \u0434\u0430\u043d\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u043e\u0434 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u043c Big Data \u043f\u043e\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 Hadoop.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/zakat-epohi-big-data\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-10-31T19:36:07+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T19:36:07+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47P\u00ebrfundimi i epok\u00ebs Big Data | ProHoster","description":"Nj\u00eb num\u00ebr i madh autor\u00ebsh t\u00eb huaj jan\u00eb t\u00eb nj\u00eb mendimi se epoka e Big Data-s ka p\u00ebrfunduar. 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