{"id":25015,"date":"2025-04-10T19:40:10","date_gmt":"2025-04-10T17:40:10","guid":{"rendered":"https:\/\/www.vita.sk\/?post_type=product&#038;p=25015"},"modified":"2026-10-11T19:56:06","modified_gmt":"2026-10-11T17:56:06","slug":"online-kurz-neuronove-siete-python-keras-a-tensorflow","status":"publish","type":"product","link":"https:\/\/www.vita.sk\/en\/online-kurz-neuronove-siete-python-keras-a-tensorflow\/","title":{"rendered":"Online kurz Neur\u00f3nov\u00e9 Siete Python Keras a TensorFlow"},"content":{"rendered":"<p>Online kurz Neur\u00f3nov\u00e9 Siete Python Keras a TensorFlow je pre v\u00e1s ide\u00e1lny, ak u\u017e programujete v Pythone a chcete za\u010da\u0165 vytv\u00e1ra\u0165 vlastn\u00e9 modely umelej inteligencie. <strong>Ide o certifikovan\u00fd online kurz na neur\u00f3nov\u00e9 siete v Pythone pomocou Keras a TensorFlow.<\/strong> Spolo\u010dne si vysvetl\u00edme, ako neur\u00f3nov\u00e1 sie\u0165 sprac\u00fava vstupy, ak\u00fa \u00falohu maj\u00fa jednotliv\u00e9 vrstvy a \u010do sa deje po\u010das tr\u00e9novania. Zozn\u00e1mime sa s n\u00e1strojmi, ktor\u00e9 n\u00e1m umo\u017enia zostavi\u0165 model a pracova\u0165 s n\u00edm prostredn\u00edctvom programov\u00e9ho k\u00f3du. Nau\u010d\u00edme sa rozli\u0161ova\u0165 medzi n\u00e1vrhom siete, jej u\u010den\u00edm a n\u00e1sledn\u00fdm pou\u017e\u00edvan\u00edm natr\u00e9novan\u00e9ho modelu. Z\u00edskan\u00e9 poznatky vyu\u017eijete pri prv\u00fdch experimentoch so strojov\u00fdm u\u010den\u00edm, \u0161kolsk\u00fdch zadaniach aj vlastn\u00fdch d\u00e1tov\u00fdch projektoch. Kurz nadv\u00e4zuje na program\u00e1torsk\u00e9 z\u00e1klady a postupne n\u00e1s uvedie do praktickej pr\u00e1ce s neur\u00f3nov\u00fdmi sie\u0165ami.<\/p>\n<p>&nbsp;<\/p>\n<p>Pri tvorbe neur\u00f3nov\u00fdch siet\u00ed v Pythone sa zameriame na Keras a TensorFlow, nastavenie modelu, vrstvy a aktiva\u010dn\u00e9 funkcie. Uk\u00e1\u017eeme si, ako jednotliv\u00e9 \u010dasti siete spolupracuj\u00fa a ako s\u00favis\u00ed podoba modelu so spracovan\u00edm vstupn\u00fdch \u00fadajov. D\u00f4le\u017eitou s\u00fa\u010das\u0165ou je ukladanie a op\u00e4tovn\u00e9 na\u010d\u00edtanie modelov, v\u010faka ktor\u00e9mu m\u00f4\u017eeme zachova\u0165 v\u00fdsledky tr\u00e9ningu a nesk\u00f4r na ne nadviaza\u0165. Ulo\u017een\u00fd model tak vyu\u017eijeme bez potreby za\u010d\u00edna\u0165 pri ka\u017edom spusten\u00ed od za\u010diatku. Popri modelovan\u00ed si precvi\u010d\u00edme pr\u00e1cu so s\u00fabormi a prie\u010dinkami pomocou modulov os, shutil a pathlib. Pri spracovan\u00ed \u00fadajov vyu\u017eijeme aj csv a json, ktor\u00e9 n\u00e1m pom\u00f4\u017eu \u010d\u00edta\u0165 a zapisova\u0165 be\u017en\u00e9 d\u00e1tov\u00e9 form\u00e1ty. Prepoj\u00edme tak tvorbu neur\u00f3novej siete s praktick\u00fdmi \u010dinnos\u0165ami potrebn\u00fdmi pri organizovan\u00ed projektu a jeho d\u00e1t. V z\u00e1vere sa zameriame na vytvorenie vlastn\u00e9ho jednoduch\u00e9ho modelu.<\/p>\n<p>&nbsp;<\/p>\n<p>Neur\u00f3nov\u00e9 siete v Pythone m\u00f4\u017eete \u0161tudova\u0165 online, v sloven\u010dine a vlastn\u00fdm tempom. K dispoz\u00edcii m\u00e1te ro\u010dn\u00fd pr\u00edstup, materi\u00e1ly na stiahnutie, prezent\u00e1ciu a \u0165ah\u00e1ky, ktor\u00e9 vyu\u017eijete pri opakovan\u00ed aj samostatnom programovan\u00ed. Odpor\u00fa\u010dame priebe\u017ene sp\u00fa\u0161\u0165a\u0165 uk\u00e1\u017ekov\u00fd k\u00f3d, upravova\u0165 jednotliv\u00e9 nastavenia a sledova\u0165 v\u00fdsledky. Takto si upevn\u00edte porozumenie modelom aj zru\u010dnosti pri pr\u00e1ci s kni\u017enicami. Pred za\u010diatkom predpoklad\u00e1me znalos\u0165 funkci\u00ed, kolekci\u00ed a z\u00e1kladov objektovo orientovan\u00e9ho programovania. K jednotliv\u00fdm lekci\u00e1m sa m\u00f4\u017eete po\u010das platnosti pr\u00edstupu vraca\u0165 pod\u013ea svojich potrieb. Po \u00faspe\u0161nom absolvovan\u00ed z\u00edskate certifik\u00e1t VITA. Ak sa chcete skuto\u010dne nau\u010di\u0165 vytv\u00e1ra\u0165, tr\u00e9nova\u0165 a uklada\u0165 neur\u00f3nov\u00e9 siete v Pythone pomocou Keras a TensorFlow, tak toto je ide\u00e1lny vstupn\u00fd online kurz pre v\u00e1s.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Online kurz Neur\u00f3nov\u00e9 Siete Python Keras a TensorFlow v\u00e1s nau\u010d\u00ed vytv\u00e1ra\u0165, tr\u00e9nova\u0165, uklada\u0165 a op\u00e4tovne na\u010d\u00edtava\u0165 jednoduch\u00e9 modely neur\u00f3nov\u00fdch siet\u00ed. Precvi\u010d\u00edme si aj pr\u00e1cu so s\u00fabormi a \u00fadajmi pomocou modulov os, shutil, pathlib, csv a json.","protected":false},"author":4,"featured_media":23606,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_brand":[],"product_cat":[106,1043,99,588],"product_tag":[1677,1678,1679,212,589,1054,1350,1351,1353,1370],"class_list":{"0":"post-25015","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-online-kurzy-python","7":"product_cat-online-kurzy-strojove-ucenie-machine-learning","8":"product_cat-online-kurzy-programovacie-jazyky","9":"product_cat-online-kurzy-umela-inteligencia-ai","10":"product_tag-deep-learning","11":"product_tag-trenovanie-modelov","12":"product_tag-ukladanie-modelov","13":"product_tag-python","14":"product_tag-umela-inteligencia","15":"product_tag-spracovanie-dat","16":"product_tag-strojove-ucenie","17":"product_tag-neuronove-siete","18":"product_tag-tensorflow","19":"product_tag-keras","21":"first","22":"instock","23":"sale","24":"virtual","25":"sold-individually","26":"taxable","27":"purchasable","28":"product-type-simple"},"yoast_head":"<!-- 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Siete Python Keras a TensorFlow sa nau\u010d\u00edte vytv\u00e1ra\u0165 a tr\u00e9nova\u0165 neur\u00f3nov\u00e9 siete s n\u00e1strojmi strojov\u00e9ho u\u010denia. \u2705.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.vita.sk\/online-kurz-neuronove-siete-python-keras-a-tensorflow\/\" \/>\n<meta property=\"og:site_name\" content=\"VITA\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/VitaAcademySK\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-11T17:56:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.vita.sk\/wp-content\/uploads\/2025\/01\/kurz_neuronove_siete.png\" \/>\n\t<meta property=\"og:image:width\" content=\"360\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" 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