{"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\/et\/blog\/administrirovanie\/zakat-epohi-big-data","title":{"rendered":"Big Data ajastu l\u00f5pp","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Paljuski v\u00e4lismaalased autorid on n\u00f5us, et Big Data ajastu on l\u00f5ppenud. Ja sellisel juhul m\u00f5istetakse Big Data all tehnoloogiaid, mis p\u00f5hinevad Hadoopil. Paljud autorid v\u00f5ivad isegi kindlalt \u00f6elda kuup\u00e4eva, millal Big Data j\u00e4ttis meie maailmast \u2014 see on 05.06.2019. <\/p>\n<p>Mis siis sellel verklikul p\u00e4eval juhtus? <\/p>\n<p>Sel p\u00e4eval lubas ettev\u00f5te MAPR oma tegevuse peatada, kui ta ei suuda leida vahendeid edasiseks toimimiseks. Hiljem, 2019. aasta augustis, omandas MAPR ettev\u00f5te HP. Kuid tagasi juuni juurde tulles ei saa mainimata j\u00e4tta selle perioodi traagilisust Big Data turul. Sel kuul toimus b\u00f6rsiaktsiate hinnalangus CLOUDERA, juhtiva m\u00e4ngija nimetatud turul, aktsiatel, mis liitus jaanuaris sama aasta pidevalt kahjumis HORTOWORKSiga. Langus oli m\u00e4rkimisv\u00e4\u00e4rne ja moodustas 43%, l\u00f5pptulemusena CLOUDERA kapitalisatsioon langes 4,1 miljardilt 1,4 miljardile dollarile.<\/p>\n<p>Ei saa mitte mainimata j\u00e4tta, et kuuldused Hadoopi alusel t\u00f6\u00f6tavate tehnoloogiate mullist olid ringlemas juba 2014. aasta detsembrist, kuid see p\u00fcsis vapralt veel peaaegu viis aastat. Need kuuldused p\u00f5hinesid Google'i, ettev\u00f5tte, kus Hadoop tehnoloogia sai alguse, keeldumisel oma leiutisest. Kuid tehnoloogia j\u00e4i ellu, kui ettev\u00f5tted liikusid pilvep\u00f5histe t\u00f6\u00f6tlemisvahendite ja tehisintellekti kiire arengu suunas. Seega, tagasi vaatades, v\u00f5ib kindlalt \u00f6elda, et surm oli oodatud.<\/p>\n<p>Nii et Big Data ajastu on l\u00f5ppenud, kuid suures andmetes t\u00f6\u00f6tamise protsessis said ettev\u00f5tted aru k\u00f5ikidest n\u00fcanssidest, millega see seotud on, Big Data pakutavatest eelistest ettev\u00f5ttele ja \u00f5ppisid, kuidas kasutama tehisintellekti, et toorandmetest v\u00e4\u00e4rtust saada.<\/p>\n<p>K\u00fcsimus muutub seega veelgi huvitavamaks, et mis tuleb selle tehnoloogia asemele ja kuidas anal\u00fc\u00fcsitehnoloogiad edaspidi arenevad. <br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>T\u00e4iendav anal\u00fc\u00fctika<\/h3>\n<p>\n K\u00e4esolevate s\u00fcndmuste ajal ei olnud andmeanal\u00fc\u00fcsiga tegelevad ettev\u00f5tted puhkeasendis. Selle \u00fcle saab otsustada 2019. aastal toimunud tehingute teabe p\u00f5hjal. Sel aastal tehti turu suurim tehing \u2013 Salesforce'i ostmine anal\u00fc\u00fctikaplatvormi Tableau eest 15,7 miljardit dollarit. V\u00e4iksem tehing toimus Google'i ja Lookeri vahel. Loomulikult ei saa j\u00e4tta mainimata ka ettev\u00f5tte Qlik soetamist \u2013 suurandmete platvormi Attunity.<\/p>\n<p>Turu BI liidrid ja Gartneri spetsialistid r\u00e4\u00e4givad andmeanal\u00fc\u00fcsi l\u00e4henemisviiside suurtest muutustest, mis h\u00e4vitavad t\u00e4ielikult BI turgu ja viivad BI asendamiseni AI poolt. Selle konteksti raames tuleb m\u00e4rkida, et AI l\u00fchend ei t\u00e4henda \"Tehisintellekti\", vaid \"T\u00e4iendatud Intellekti\". Vaadakem l\u00e4hemalt, mida peidab endas m\u00f5isted \"T\u00e4iendatud anal\u00fc\u00fctika\". <\/p>\n<p>T\u00e4iendatud anal\u00fc\u00fctika, nagu ka t\u00e4iendatud reaalsus, p\u00f5hineb mitmel \u00fchisel postulaadil:<\/p>\n<ul>\n<li>v\u00f5imalus suhelda NLP (Natural Language Processing) kasutades, st inimkeeles;<\/li>\n<li>tehisintellekti kasutamine, mis t\u00e4hendab, et andmed t\u00f6\u00f6deldakse esmalt masinintellekti abil;<\/li>\n<li>ja kindlasti s\u00fcsteemi kasutajale k\u00e4ttesaadav soovitus, mille genereeris just tehisintellekt.<\/li>\n<\/ul>\n<p>\n Anal\u00fc\u00fctikaplatvormide tootjate arvates on nende kasutamine kergesti k\u00e4tetav inimeste jaoks, kellel ei ole erialaseid oskusi, nagu SQL v\u00f5i sarnaste skriptikeelte teadmine, statistilist v\u00f5i matemaatilist ettevalmistust, ega teadmisi populaarsest andmete t\u00f6\u00f6tlemise keelest ja vastavatest raamatukogudest. Sellised inimesed, keda nimetatakse \u201eKodanikuks Andmeanal\u00fc\u00fctikuks\u201c, peaksid omama vaid silmapaistvat \u00e4riv\u00f5imet. Nende \u00fclesanne on tuvastada \u00e4ri\u00fclevaated, mis tulenevad tehisintellekti antud vihjetest ja prognoosidest, ning oma oletuste t\u00e4psustamiseks saavad nad kasutada NLP-d.<\/p>\n<p>Kasutajate t\u00f6\u00f6protsesside kirjeldamisel selliste s\u00fcsteemide puhul v\u00f5ib ette kujutada j\u00e4rgmist pilti. Inimene, tulles t\u00f6\u00f6le ja k\u00e4ivitades vastava rakenduse, n\u00e4eb lisaks tavap\u00e4rastele aruannetele ja armatuurlaudadele, mida saab anal\u00fc\u00fcsida traditsiooniliste l\u00e4henemisviisidega (sorteerimine, r\u00fchmitamine, aritmeetilised tehteid) teatud n\u00e4pun\u00e4iteid ja soovitusi, n\u00e4iteks: \"KPI saavutamiseks m\u00fc\u00fcgimahtude osas tuleks rakendada allahindlust aianduse tootev\u00f5i.\" Lisaks v\u00f5ib inimene p\u00f6\u00f6rduda ettev\u00f5tte sisemessengeri poole: Skype, Slack jne. Ta v\u00f5ib k\u00fcsida robotilt k\u00fcsimusi tekstiga v\u00f5i h\u00e4\u00e4lega: \"N\u00e4ita mul viit k\u00f5ige kasumlikumat klienti.\" Saades vastava vastuse, peab ta oma \u00e4rikogemuse p\u00f5hjal v\u00f5tma optimaalse otsuse ja tooma ettev\u00f5ttele kasu. <\/p>\n<p>Kui astuda samm tagasi ja vaadata anal\u00fc\u00fcsitava teabe koostisosadele, v\u00f5ivad t\u00e4iendava anal\u00fc\u00fctika tooted inimeste elu lihtsustada. Ideaalis eeldatakse, et kasutaja peab lihtsalt suunama anal\u00fc\u00fctilisele tootearendusele soovitud teabe allikaid, samas kui programm hoolitseb andmemudeli loomise, tabelite seostamise ja teiste sarnaste \u00fclesannete eest.<\/p>\n<p>K\u00f5ik see peaks eelk\u00f5ige tagama andmete \"demokratiseerimise\", st iga\u00fcks v\u00f5ib tegeleda kogu ettev\u00f5tte olemasoleva teabe anal\u00fc\u00fcsiga. Otsuste vastuv\u00f5tmise protsess peab olema toetatud statistilise anal\u00fc\u00fcsi meetoditega. Andmetele juurdep\u00e4\u00e4su aeg peab olema minimaalne, et ei oleks vaja skripte ja SQL-p\u00e4ringuid kirjutada. Ja muidugi, saab s\u00e4\u00e4sta ka kallistelt andmete teadlastest spetsialistidelt.<\/p>\n<p>H\u00fcpoteetiliselt avavad tehnoloogiad \u00e4ri jaoks \u00fcsna roosilised perspektiivid.<\/p>\n<h3>Mis asendab Suured Andmed<\/h3>\n<p>\n Kuid tegelikult alustasin ma oma artiklit Suured Andmed. Ja selle teema arendamine ei olnud v\u00f5imalik ilma l\u00fchikese ekskursioonita kaasaegsetesse BI t\u00f6\u00f6riistadesse, mille aluseks on sageli Suured Andmed. Suurte andmete saatus on n\u00fc\u00fcd selgelt m\u00e4\u00e4ratud, ja need on pilvetehnoloogiad. Ma r\u00f5hutasin tehingute tegemist BI tootjatega, n\u00e4idates, et n\u00fc\u00fcd on igal anal\u00fc\u00fctilisel s\u00fcsteemil taga pilvetalitus, ja pilveteenused omavad BI-d esiplaanil.<\/p>\n<p>T\u00e4htsate andmebaasitooted nagu ORACLE ja Microsoft on valinud \u00e4ri arendamiseks suuna pilveteenustele. K\u00f5ik pakutavad teenused on saadaval pilves, kuid m\u00f5ned neist ei ole enam saadaval kohapeal. Nad on teinud m\u00e4rkimisv\u00e4\u00e4rset t\u00f6\u00f6d masin\u00f5ppemudelite rakendamisel, loonud kasutajatele juurdep\u00e4\u00e4setavad raamatukogud ning seadnud mugavad liidesed mudelite valikuks ja k\u00e4ivitamise ajaks.<\/p>\n<p>Teine oluline eelis pilveteenuste kasutamisel, mida tootjad v\u00e4lja toovad, on peaaegu piiramatud andmestikud erinevate teemade jaoks mudelite treenimiseks. <\/p>\n<p>Kuid tekib k\u00fcsimus, kui h\u00e4sti pilvetehnoloogiad meie riigis juurduma hakkavad?<br \/>\n<br \/>Allikas: <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 5.0.1.1 - 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\/et\/blog\/administrirovanie\/zakat-epohi-big-data\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"et_EE\" \/>\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\/et\/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\udd47Big Data ajastu l\u00f5pp | ProHoster","description":"Paljud v\u00e4lismaised autorid usuvad, et Big Data ajastu on m\u00f6\u00f6das. Big Data all m\u00f5istetakse antud juhul technoloogiaid, mis p\u00f5hinevad Hadoopil.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/zakat-epohi-big-data","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"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","og:type":"article","og:title":"\ud83e\udd47\u0417\u0430\u043a\u0430\u0442 \u044d\u043f\u043e\u0445\u0438 Big Data | ProHoster","og:description":"\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.","og:url":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/zakat-epohi-big-data","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:36:07+00:00","article:modified_time":"2019-10-31T19:36:07+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"39573","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-24 02:18:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 00:47:25","updated":"2026-01-24 02:18:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/39573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=39573"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/39573\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=39573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=39573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=39573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}