{"id":22375,"date":"2024-10-24T17:12:53","date_gmt":"2024-10-24T15:12:53","guid":{"rendered":"https:\/\/www.vita.sk\/?post_type=product&#038;p=22375"},"modified":"2025-09-18T16:09:41","modified_gmt":"2025-09-18T14:09:41","slug":"online-kurz-strojove-ucenie-machine-learning-ml","status":"publish","type":"product","link":"https:\/\/www.vita.sk\/en\/online-kurz-strojove-ucenie-machine-learning-ml\/","title":{"rendered":"Online kurz Strojov\u00e9 U\u010denie (Machine Learning ML)"},"content":{"rendered":"<p>Online kurz Strojov\u00e9 U\u010denie (Machine Learning ML) je pre v\u00e1s ide\u00e1lny, ak sa chcete nau\u010di\u0165 z\u00e1klady a princ\u00edpy strojov\u00e9ho u\u010denia, ktor\u00e9 sa dnes vyu\u017e\u00edvaj\u00fa v r\u00f4znych odvetviach, ako napr\u00edklad anal\u00fdza d\u00e1t, predikcia alebo automatiz\u00e1cia. <strong>Ide o akreditovan\u00fd a certifikovan\u00fd online kurz na AI, ML a Python.<\/strong> V \u00favodnej \u010dasti kurzu sa obozn\u00e1mite s fundament\u00e1lnymi konceptmi strojov\u00e9ho u\u010denia, vr\u00e1tane jeho r\u00f4znych typov a praktick\u00fdch aplik\u00e1ci\u00ed. Z\u00edskate preh\u013ead o tom, ako strojov\u00e9 u\u010denie transformuje modern\u00e9 technol\u00f3gie a procesy. N\u00e1sledne sa zameriate na programovac\u00ed jazyk Python, ktor\u00fd je \u0161tandardom v oblasti strojov\u00e9ho u\u010denia. Z\u00edskate preh\u013ead o tom, ako funguj\u00fa regresia, klasifik\u00e1cia, klastrovanie (zhlukovanie) a ako sa vyu\u017e\u00edvaj\u00fa v re\u00e1lnych scen\u00e1roch, ako je napr\u00edklad predpovedanie cien, rozpozn\u00e1vanie kateg\u00f3ri\u00ed produktov alebo zoskupovanie podobn\u00fdch objektov. Ve\u013ek\u00fd d\u00f4raz sa kladie na jazyk Python, kde si precvi\u010d\u00edte \u010distenie, normaliz\u00e1ciu a valid\u00e1ciu d\u00e1t, spracovanie re\u0165azcov a kolekci\u00ed, ako aj parsovanie d\u00e1tov\u00fdch form\u00e1tov ako XML, URL, logy alebo PDF. Tieto zru\u010dnosti s\u00fa nevyhnutn\u00e9 pri pr\u00e1ci s re\u00e1lnymi datasetmi. V kurze si osvoj\u00edte pr\u00e1cu s jednou z najpou\u017e\u00edvanej\u0161\u00edch kni\u017en\u00edc Scikit-Learn, v ktorej sa nau\u010d\u00edte pripravova\u0165 d\u00e1ta, vytv\u00e1ra\u0165 modely, tr\u00e9nova\u0165 ich, testova\u0165 a interpretova\u0165 v\u00fdsledky. Osobitn\u00fd priestor je venovan\u00fd regresn\u00fdm technik\u00e1m \u2013 od z\u00e1kladnej line\u00e1rnej regresie, cez viacn\u00e1sobn\u00fa regresiu a\u017e po pokro\u010dilej\u0161ie modely ako Ridge, Lasso a ElasticNet, ktor\u00e9 vyu\u017e\u00edvaj\u00fa regulariz\u00e1ciu na zlep\u0161enie presnosti modelov a zn\u00ed\u017eenie ich n\u00e1chylnosti na pretr\u00e9novanie. V praktickej \u010dasti si vytvor\u00edte vlastn\u00e9 modely strojov\u00e9ho u\u010denia a nau\u010d\u00edte sa pracova\u0165 s re\u00e1lnymi d\u00e1tami, identifikova\u0165 probl\u00e9my a optimalizova\u0165 v\u00fdkon algoritmov. Kurz je tak vhodn\u00fd nielen pre za\u010diato\u010dn\u00edkov v oblasti umelej inteligencie, ale aj pre d\u00e1tov\u00fdch analytikov, v\u00fdskumn\u00edkov a v\u00fdvoj\u00e1rov, ktor\u00ed chc\u00fa aplikova\u0165 Machine Learning rie\u0161enia v praxi. V\u00fdsledkom bude schopnos\u0165 navrhova\u0165 a vyhodnocova\u0165 modely, ktor\u00e9 m\u00f4\u017eu by\u0165 nasaden\u00e9 v r\u00f4znych oblastiach ako marketing, predikcia trendov, financie, medic\u00edna alebo e-commerce. Absolvovan\u00edm tohto kurzu z\u00edskate komplexn\u00e9 znalosti a praktick\u00e9 zru\u010dnosti potrebn\u00e9 pre \u00faspe\u0161n\u00e9 uplatnenie strojov\u00e9ho u\u010denia v r\u00f4znych oblastiach, \u010d\u00edm zv\u00fd\u0161ite svoju hodnotu na trhu pr\u00e1ce a priprav\u00edte sa na kari\u00e9ru v d\u00e1tovej vede. Ak sa chcete skuto\u010dne nau\u010di\u0165 strojov\u00e9 u\u010denie (Machine Learning) a pracova\u0165 ako d\u00e1tov\u00fd vedec, tak toto je ide\u00e1lny vstupn\u00fd online kurz pre v\u00e1s.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>06. 06. 2025 &#8211; Aktualiz\u00e1cia a pridanie nov\u00fdch vide\u00ed na regresiu a a klasifik\u00e1ciu<br \/>\n03. 12.","protected":false},"author":4,"featured_media":23644,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_brand":[],"product_cat":[471,99,106,49,588],"product_tag":[609,212],"class_list":{"0":"post-22375","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-umela-inteligencia","7":"product_cat-online-kurzy-programovacie-jazyky","8":"product_cat-online-kurzy-python","9":"product_cat-online-kurzy-databazy-statistika-analytika","10":"product_cat-online-kurzy-umela-inteligencia-ai","11":"product_tag-ai","12":"product_tag-python","14":"first","15":"instock","16":"sale","17":"sold-individually","18":"taxable","19":"shipping-taxable","20":"purchasable","21":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.0 (Yoast SEO v25.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Online kurz Strojov\u00e9 U\u010denie (Machine Learning ML) | VITA<\/title>\n<meta name=\"description\" content=\"V online kurze Strojov\u00e9 u\u010denie (Machine Learning) sa nau\u010d\u00edte z\u00e1klady strojov\u00e9ho u\u010denia a anal\u00fdzy d\u00e1t. 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