Ka\u017edoro\u010dne prib\u00fada ve\u013ek\u00e9 mno\u017estvo d\u00e1t, \u010do vedie k zv\u00fd\u0161en\u00fdm
\nn\u00e1rokom na informa\u010dn\u00e9 syst\u00e9my. V akademickej literat\u00fare
\nv\u0161ak b\u00fdvaj\u00fa jednotliv\u00e9 \u010dasti d\u00e1tov\u00fdch rie\u0161en\u00ed zv\u00e4\u010d\u0161a
\nspracovan\u00e9 izolovane. T\u00e1to pr\u00e1ca sa zaober\u00e1 n\u00e1vrhom a
\nimplement\u00e1ciou integrovan\u00e9ho cloudov\u00e9ho d\u00e1tov\u00e9ho rie\u0161enia,
\nktor\u00e9 prep\u00e1ja zber d\u00e1t, ich spracovanie, analytick\u00e9 met\u00f3dy
\na vizualiza\u010dn\u00fa vrstvu do jednotn\u00e9ho ucelen\u00e9ho analytick\u00e9ho
\nr\u00e1mca.<\/p>\n
Navrhnut\u00e9 rie\u0161enie je implementovan\u00e9 v prostred\u00ed Microsoft
\nAzure s vyu\u017eit\u00edm slu\u017eieb Azure Data Factory (ADF), Azure
\nStorage Account a Azure Batch. D\u00e1tov\u00e1 vrstva je postaven\u00e1
\nna medail\u00f3novej architekt\u00fare, ktor\u00e1 umo\u017e\u0148uje oddeli\u0165
\nsurov\u00e9, o\u010disten\u00e9 a analyticky pripraven\u00e9 d\u00e1ta. Rie\u0161enie je
\nkonkr\u00e9tne zameran\u00e9 na \u0161trukt\u00farovan\u00e9 fi\u0161k\u00e1lne a
\nmakroekonomick\u00e9 \u00fadaje z webov\u00e9ho port\u00e1lu Eurostat a z\u00e1rove\u0148
\nintegruje ekonomick\u00e9 progn\u00f3zy Eur\u00f3pskej komisie a tla\u010dov\u00e9
\nspr\u00e1vy Eur\u00f3pskej centr\u00e1lnej banky vo forme textov\u00fdch d\u00e1t.
\nNad t\u00fdmito ne\u0161trukt\u00farovan\u00fdmi \u00fadajmi je aplikovan\u00fd ve\u013ek\u00fd
\njazykov\u00fd model na anal\u00fdzu sentimentu. Praktick\u00e1
\npou\u017eite\u013enos\u0165 rie\u0161enia je demon\u0161trovan\u00e1 na verejn\u00fdch
\nfinanci\u00e1ch kraj\u00edn V4 a Rak\u00faska za posledn\u00e9 desa\u0165ro\u010die.<\/p>\n
V\u00fdstupom pr\u00e1ce je automatizovan\u00fd d\u00e1tov\u00fd proces a
\ninterakt\u00edvny Power BI dashboard, ktor\u00fd umo\u017e\u0148uje analyzova\u0165
\nfi\u0161k\u00e1lne ukazovatele, zahrani\u010dn\u00fd obchod, \u0161trukt\u00faru dan\u00ed a
\nverejn\u00e9 v\u00fddavky, pri\u010dom je doplnen\u00fd o sentiment eur\u00f3pskych
\nin\u0161tit\u00faci\u00ed z dlhodob\u00e9ho aj kr\u00e1tkodob\u00e9ho h\u013eadiska. V\u00fdsledky
\nukazuj\u00fa, \u017ee navrhnut\u00e9 rie\u0161enie poskytuje reprodukovate\u013en\u00fd,
\nroz\u0161\u00edrite\u013en\u00fd a prakticky pou\u017eite\u013en\u00fd r\u00e1mec pre komplexn\u00fa
\nd\u00e1tov\u00fa analytiku v cloudovom prostred\u00ed. Z\u00e1rove\u0148 v\u0161ak
\nsamotn\u00e9 webov\u00e9 zdroje a charakter ve\u013ek\u00fdch jazykov\u00fdch
\nmodelov m\u00f4\u017eu predstavova\u0165 ur\u010dit\u00e9 obmedzenia.<\/p>\n","protected":false},"featured_media":26724,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[385,430,384],"thesis-year":[466],"class_list":["post-26980","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-466"],"acf":{"autor":"Roderik Antol","portret":"","vedouci":"doc. RNDr. Eugen Ru\u017eick\u00fd, CSc."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/thesis\/26980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":1,"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/thesis\/26980\/revisions"}],"predecessor-version":[{"id":27035,"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/thesis\/26980\/revisions\/27035"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/media\/26724"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/media?parent=26980"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/university?post=26980"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/en\/wp-json\/wp\/v2\/thesis-year?post=26980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}