{"id":5095,"date":"2024-01-10T15:07:53","date_gmt":"2024-01-10T14:07:53","guid":{"rendered":"https:\/\/kurikulum.aidetem.cz\/umela-inteligencia-pre-informatiku-na-urovni-2\/"},"modified":"2025-03-15T18:30:46","modified_gmt":"2025-03-15T17:30:46","slug":"umela-inteligencia-pre-informatiku-na-urovni-2","status":"publish","type":"page","link":"https:\/\/kurikulum.aidetem.cz\/sk\/umela-inteligencia-pre-informatiku-na-urovni-2\/","title":{"rendered":"Umel\u00e1 inteligencia pre informatiku na \u00farovni 2"},"content":{"rendered":"\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Umel\u00e1 inteligencia v informatike na \u00farovni stredn\u00fdch a vysok\u00fdch \u0161k\u00f4l<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Ucelen\u00e1 koncepcia vzdel\u00e1vania UI pre informatiku na 2. stupni z\u00e1kladn\u00fdch a stredn\u00fdch \u0161k\u00f4l je rozdelen\u00e1 do troch \u00farovn\u00ed. Odpor\u00fa\u010dan\u00fdm minimom je interakt\u00edvny pr\u00edbeh William & Meriwether<\/u><\/a>. Prostredn\u00edctvom neho \u017eiaci z\u00edskaj\u00fa z\u00e1kladn\u00fd preh\u013ead v oblastiach, ako s\u00fa d\u00e1ta, zariadenia, strojov\u00e9 u\u010denie a zaujatos\u0165.

Na preh\u013abenie a roz\u0161\u00edrenie z\u00edskan\u00fdch vedomost\u00ed sa pou\u017e\u00edva tzv. karty<\/u><\/a>. Ka\u017ed\u00e1 karta predstavuje jeden z\u00e1kladn\u00fd koncept umelej inteligencie a je s\u00fa\u010das\u0165ou bal\u00ed\u010dka s \u010fal\u0161\u00edmi kartami. Karty v bal\u00ed\u010dku na seba nadv\u00e4zuj\u00fa a je dobr\u00e9 line\u00e1rne prejs\u0165 v\u0161etky \u010dinnosti, ktor\u00e9 bal\u00ed\u010dek pon\u00faka.

Pre hlb\u0161ie pochopenie oblasti strojov\u00e9ho u\u010denia je k dispoz\u00edcii u\u010debnica zalo\u017een\u00e1 na projektoch Strojov\u00e9 u\u010denie pre deti<\/u><\/a>.<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Rozdiely medzi algoritmick\u00fdm pr\u00edstupom a strojov\u00fdm u\u010den\u00edm s\u00fa z\u00e1sadn\u00e9 pre vysvetlenie teoretick\u00e9ho konceptu umelej inteligencie a strojov\u00e9ho u\u010denia. S\u00fa zhrnut\u00e9 v tabu\u013eke na z\u00e1klade  v\u00fdskum<\/u><\/a> Matti Tedre a Henriikka Vartiainen: <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Pr\u00edstup zalo\u017een\u00fd na algoritmoch<\/b><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Formaliz\u00e1cia probl\u00e9mu<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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N\u00e1vrh rie\u0161enia vo forme algoritmu<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Implement\u00e1cia rie\u0161enia krok za krokom<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Kompil\u00e1cia, spustenie a testovanie programu<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Pr\u00edstup strojov\u00e9ho u\u010denia<\/b><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Opis probl\u00e9mu a zber \u00fadajov<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\u010cistenie, \u00faprava a anotovanie \u00fadajov<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Tr\u00e9novanie modelu strojov\u00e9ho u\u010denia<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Testovanie modelu a jeho pr\u00edpadn\u00e1 \u00faprava (aj s\u00fabor \u00fadajov)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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William & Meriwether<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Odpor\u00fa\u010dan\u00fdm \u00favodom do umelej inteligencie v informatike je osved\u010den\u00fd interakt\u00edvny pr\u00edbeh William & Meriwether. Hravou formou rie\u0161i 4 vzdel\u00e1vacie ciele:

\n1. \u017diaci uved\u00fa konkr\u00e9tne pr\u00edklady \u00fadajov.
2. Op\u00ed\u0161u zariadenia pou\u017eit\u00e9 na zber \u00fadajov.
3. Spolu s u\u010dite\u013eom definuj\u00fa pojem strojov\u00e9 u\u010denie.
4. Vysvetlia pojem zaujatos\u0165.

\nDot\u00e1cia: 3\u00d745 min\u00fat
Cie\u013eov\u00e1 skupina: \u017eiaci 6. ro\u010dn\u00edka a star\u0161\u00ed
Met\u00f3dy: 1. hodina<\/u><\/a>, 2. hodina<\/u><\/a>, 3. hodina<\/u><\/a>
Webov\u00fd semin\u00e1r: Vyu\u010dovanie online<\/u><\/a>

Pr\u00edbeh je pripraven\u00fd na hranie. Pred hodinou je potrebn\u00e9 prejs\u0165 metodick\u00e9 materi\u00e1ly a vytla\u010di\u0165 pracovn\u00e9 listy. <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tPrejs\u0165 na pr\u00edbeh<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Karty<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Karty s\u00fa metodick\u00fdm materi\u00e1lom pre aktivity. Ka\u017ed\u00e1 karta predstavuje jeden k\u013e\u00fa\u010dov\u00fd koncept umelej inteligencie a je s\u00fa\u010das\u0165ou bal\u00ed\u010dka \u010fal\u0161\u00edch kariet. Karty v bal\u00ed\u010dku na seba nadv\u00e4zuj\u00fa a je dobr\u00e9 line\u00e1rne prejs\u0165 v\u0161etky aktivity pon\u00fakan\u00e9 v bal\u00ed\u010dku. <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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D\u00e1tov\u00fd bal\u00edk (2\u00d745 min\u00fat)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Bal\u00edk strojov\u00e9ho u\u010denia (4\u00d745 min\u00fat)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Etick\u00fd bal\u00ed\u010dek (2\u00d745 min\u00fat)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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U\u010debnica strojov\u00e9ho u\u010denia pre deti<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Praktick\u00e1 u\u010debnica zalo\u017een\u00e1 na projektoch, ktor\u00e1 pom\u00e1ha de\u0165om pochopi\u0165, \u010do je strojov\u00e9 u\u010denie a ako funguje. Obsahuje 13 projektov, v ktor\u00fdch deti tr\u00e9nuj\u00fa modely strojov\u00e9ho u\u010denia a sk\u00fa\u0161aj\u00fa ich priamo na programovacej platforme Scratch.

U\u010debnica je ur\u010den\u00e1 pre deti vo veku od 12 rokov a vyu\u017e\u00edva bezplatn\u00e9 prostredie Machine Learning for Kids s rovnak\u00fdm n\u00e1zvom.

U\u010debnicu si m\u00f4\u017eete k\u00fapi\u0165 vo v\u00e4\u010d\u0161ine kn\u00edhkupectiev v \u010ceskej republike a v niektor\u00fdch kn\u00edhkupectv\u00e1ch na Slovensku. M\u00f4\u017eete si ju tie\u017e objedna\u0165 v e-shope AI pre deti za cenu 420 K\u010d. \u0160koly a kni\u017enice maj\u00fa z\u013eavu 25 %. <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tPrv\u00e9 dve kapitoly u\u010debnice<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tObjedna\u0165 u\u010debnicu<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\u00davodn\u00fd webin\u00e1r Umel\u00e1 inteligencia v informatike pre 2. stupe\u0148 z\u00e1kladn\u00fdch a stredn\u00fdch \u0161k\u00f4l<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tNa hlavn\u00fa str\u00e1nku u\u010debn\u00e9ho pl\u00e1nu AI<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Umel\u00e1 inteligencia v informatike na \u00farovni stredn\u00fdch a vysok\u00fdch \u0161k\u00f4l Ucelen\u00e1 koncepcia vzdel\u00e1vania UI pre informatiku na 2. stupni z\u00e1kladn\u00fdch a stredn\u00fdch \u0161k\u00f4l je rozdelen\u00e1 do troch \u00farovn\u00ed. Odpor\u00fa\u010dan\u00fdm minimom je interakt\u00edvny pr\u00edbeh William & Meriwether. Prostredn\u00edctvom neho \u017eiaci z\u00edskaj\u00fa z\u00e1kladn\u00fd preh\u013ead v oblastiach, ako s\u00fa d\u00e1ta, zariadenia, strojov\u00e9 u\u010denie a zaujatos\u0165. Na preh\u013abenie a […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5095","page","type-page","status-publish","hentry"],"yoast_head":"\nAI pre informatiku na 2. stupni Z\u0160 - U\u010debn\u00e9 osnovy umelej inteligencie pre z\u00e1kladn\u00e9 a stredn\u00e9 \u0161koly<\/title>\n<meta name=\"description\" content=\"Metodick\u00e9 materi\u00e1ly pre hodiny informatiky na druhom stupni z\u00e1kladn\u00fdch \u0161k\u00f4l - ucelen\u00e1 koncepcia vzdel\u00e1vania pre umel\u00fa inteligenciu (UI).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kurikulum.aidetem.cz\/sk\/umela-inteligencia-pre-informatiku-na-urovni-2\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI pre informatiku na 2. stupni Z\u0160 - U\u010debn\u00e9 osnovy umelej inteligencie pre z\u00e1kladn\u00e9 a stredn\u00e9 \u0161koly\" \/>\n<meta property=\"og:description\" content=\"Metodick\u00e9 materi\u00e1ly pre hodiny informatiky na druhom stupni z\u00e1kladn\u00fdch \u0161k\u00f4l - ucelen\u00e1 koncepcia vzdel\u00e1vania pre umel\u00fa inteligenciu (UI).\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kurikulum.aidetem.cz\/sk\/umela-inteligencia-pre-informatiku-na-urovni-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Kurikulum um\u011bl\u00e9 inteligence pro z\u00e1kladn\u00ed a st\u0159edn\u00ed \u0161koly\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-15T17:30:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kurikulum.aidetem.cz\/wp-content\/uploads\/2025\/01\/5-1024x538.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kurikulum.aidetem.cz\\\/sk\\\/umela-inteligencia-pre-informatiku-na-urovni-2\\\/\",\"url\":\"https:\\\/\\\/kurikulum.aidetem.cz\\\/sk\\\/umela-inteligencia-pre-informatiku-na-urovni-2\\\/\",\"name\":\"AI pre informatiku na 2. stupni Z\u0160 - 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