{"id":531,"date":"2024-06-14T12:07:34","date_gmt":"2024-06-14T12:07:34","guid":{"rendered":"https:\/\/eccentrix-eu.com\/formation\/microsoft-certified-azure-data-scientist-associate-dp100\/"},"modified":"2026-06-18T13:55:46","modified_gmt":"2026-06-18T11:55:46","slug":"ms-mlops-engineer-associate-obuka","status":"publish","type":"formation","link":"https:\/\/eccentrix-eu.com\/sr\/obuke\/microsoft\/azure\/ms-mlops-engineer-associate-obuka\/","title":{"rendered":"Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate (AI300)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"531\" class=\"elementor elementor-531\" data-elementor-post-type=\"formation\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4eee69ea e-flex e-con-boxed e-con e-parent\" data-id=\"4eee69ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7e8cd29d e-con-full e-flex e-con e-child\" data-id=\"7e8cd29d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-537f7004 elementor-widget elementor-widget-heading\" data-id=\"537f7004\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Operationalize machine learning and generative AI solutions (AI-300T00)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-379f5c23 elementor-widget elementor-widget-heading\" data-id=\"379f5c23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Plan obuke<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b835c38 elementor-widget elementor-widget-accordion\" data-id=\"b835c38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1931\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1931\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 1: Module 1: Module 1: Operationalize machine learning models (MLOps)<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1931\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1931\"><ul><li>Experiment with Azure Machine Learning<\/li><li>Perform hyperparameter tuning with Azure Machine Learning<\/li><li>Run pipelines in Azure Machine Learning<\/li><li>Trigger Azure Machine Learning jobs with GitHub Actions<\/li><li>Trigger GitHub Actions with feature-based development<\/li><li>Work with environments in GitHub Actions<\/li><li>Deploy a model with GitHub Actions<\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1932\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1932\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 2: Module 2: Module 2: Operationalize generative AI applications (GenAIOps)<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1932\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1932\"><ul><li>Plan and prepare a GenAIOps solution<\/li><li>Manage prompts for agents in Microsoft Foundry with GitHub<\/li><li>Evaluate and optimize AI agents through structured experiments<\/li><li>Automate AI evaluations with Microsoft Foundry and GitHub Actions<\/li><li>Monitor your generative AI application<\/li><li>Analyze and debug your generative AI app with tracing<\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6cf0a4ee e-con-full e-flex e-con e-child\" data-id=\"6cf0a4ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59bbc1a elementor-widget elementor-widget-heading\" data-id=\"59bbc1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Preporu\u010deno predznanje<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bacc460 elementor-widget elementor-widget-text-editor\" data-id=\"bacc460\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>Poznavanje Azure-a (ekvivalentno DP-900). Morate imati polo\u017een <em><a href=\"https:\/\/eccentrix-eu.com\/sr\/obuke\/microsoft\/azure\/azure-data-fundamentals-obuka\/\" target=\"_blank\" rel=\"noopener\">Microsoft Certified: Azure Data Fundamentals (DP-900)<\/a>&nbsp;<\/em>ispit ili ekvivalentno znanje o Azure uslugama i konceptima podataka.<\/li>\n<li>Sna\u017ene osnove u nauci o podacima i ma\u0161inskom u\u010denju.<\/li>\n<li>Razumevanje pripreme podataka, obuke i evaluacije modela i principa izbora najboljeg modela na osnovu metrika i konteksta.<\/li>\n<li>Prakti\u010dno poznavanje Pajtona za ma\u0161insko u\u010denje. Sposobnost programiranja u Pajtonu i kori\u0161c\u0301enja uobi\u010dajenih biblioteka (npr. Pandas, Scikit-learn, Matplotlib, Seaborn).<\/li>\n<li>Osnovno znanje DevOps\/MLOps-a (preporu\u010duje se). Poznavanje kontrole verzija (Git), interfejsa komandne linije (CLI) i CI\/CD koncepata (npr. GitHub Actions) za u\u010de\u0161c\u0301e u radionicama o automatizaciji i implementaciji.<\/li>\n<li>Poznavanje Azure ma\u0161inskog u\u010denja (preporu\u010duje se). Prethodno iskustvo u rukovanju radnim prostorima, ra\u010dunarskim okru\u017eenjima i osnovnim implementacijama u Azure ML.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67f16a3 elementor-widget elementor-widget-heading\" data-id=\"67f16a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Stru\u010dno usavr\u0161avanje i sertifikacija<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23439e0 elementor-widget elementor-widget-video\" data-id=\"23439e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/oP3mx07_tQw&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-789e4ad elementor-widget elementor-widget-heading\" data-id=\"789e4ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Struktura ispita<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b3679e elementor-widget elementor-widget-text-editor\" data-id=\"8b3679e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Kod: AI-300<\/li><li>Naziv: Operationalize machine learning and generative AI solutions<\/li><li>Trajanje: 120 minuta<\/li><li>Broj pitanja: 40 do 60<\/li><li>Format pitanja: Vi\u0161estruki izbor, vi\u0161estruke odgovore, zasnovano na scenarijima<\/li><li>Prolazna ocena: 700 od 1000<\/li><li>Cena: 165 USD<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d4025d elementor-widget elementor-widget-heading\" data-id=\"8d4025d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Teme ispita<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46fb7cf elementor-widget elementor-widget-text-editor\" data-id=\"46fb7cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Dizajnirajte i pripremite re\u0161enje za ma\u0161insko u\u010denje<\/li><li>Istra\u017eite podatke i obu\u010davajte modele<\/li><li>Pripremite model za implementaciju<\/li><li>Implementirajte i ponovo obu\u010davajte model<\/li><\/ul><p><a style=\"text-align: var(--text-align); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); text-transform: var( --e-global-typography-text-text-transform );\" href=\"https:\/\/learn.microsoft.com\/en-us\/credentials\/certifications\/exams\/dp-100\/\" target=\"_blank\" rel=\"noreferrer noopener\">Pogledajte sve detalje na Microsoft Learn-u &gt;&gt;<\/a><\/p><p><a href=\"https:\/\/arch-center.azureedge.net\/Credentials\/Certification-Poster_en-us.pdf\" target=\"_blank\" rel=\"noopener\">Pristupite posteru Microsoft sertifikacionih putanja &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a695487 elementor-widget elementor-widget-button\" data-id=\"a695487\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#exam-success-strategies\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M413.1 222.5l22.2 22.2c9.4 9.4 9.4 24.6 0 33.9L241 473c-9.4 9.4-24.6 9.4-33.9 0L12.7 278.6c-9.4-9.4-9.4-24.6 0-33.9l22.2-22.2c9.5-9.5 25-9.3 34.3.4L184 343.4V56c0-13.3 10.7-24 24-24h32c13.3 0 24 10.7 24 24v287.4l114.8-120.5c9.3-9.8 24.8-10 34.3-.4z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Pogledajte strategije za uspeh na AI-300 ispitu<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0047ee4 e-flex e-con-boxed e-con e-parent\" data-id=\"0047ee4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b27c618 elementor-widget elementor-widget-heading\" data-id=\"b27c618\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Obuka za MLOps i GenAIOps na Azure-u<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42b18be elementor-widget elementor-widget-text-editor\" data-id=\"42b18be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kurs Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate (AI-300) priprema profesionalce za operacionalizaciju AI re\u0161enja na Azure-u, kombinujuc\u0301i najbolje prakse iz MLOps (Machine Learning Operations) i GenAIOps (Generative AI Operations). Nau\u010dic\u0301ete da izgradite bezbednu i skalabilnu AI infrastrukturu, automatizujete \u017eivotni ciklus modela pomoc\u0301u Azure Machine Learning-a i da primenite, procenite, pratite i optimizujete generativne AI aplikacije i agente pomoc\u0301u Microsoft Foundry-ja.\u00a0<\/p><p>Dizajniran za realna okru\u017eenja, ovaj kurs nagla\u0161ava industrijalizaciju: CI\/CD, infrastrukturu kao kod (IaC), automatizaciju i vidljivost, kako bi se pru\u017eila pouzdana, odr\u017eiva i proizvodno spremna AI re\u0161enja.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-626e972 elementor-widget elementor-widget-heading\" data-id=\"626e972\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Za\u0161to izabrati kurs obuke AI-300 \u2013 MLOps &amp; GenAIOps na Azure-u?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-702c6aa elementor-widget elementor-widget-text-editor\" data-id=\"702c6aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Danas se vrednost ve\u0161ta\u010dke inteligencije vi\u0161e ne meri isklju\u010divo kvalitetom modela, vec\u0301 njegovom sposobno\u0161c\u0301u da se primeni, prati, obezbedi i kontinuirano unapre\u0111uje. Kurs AI-300 vam poma\u017ee da premostite jaz izme\u0111u eksperimentisanja i proizvodnje tako \u0161to vas oprema ve\u0161tinama za operacionalizaciju ma\u0161inskog u\u010denja i generativnih ve\u0161ta\u010dkih inteligencija u oblaku.<\/p><p>Kroz pristup orijentisan na proizvodnju, nau\u010dic\u0301ete da automatizujete tokove rada od po\u010detka do kraja, standardizujete primene i implementirate moguc\u0301nost posmatranja neophodnu za odr\u017eavanje pouzdanih ve\u0161ta\u010dkih inteligencija. Razvic\u0301ete tra\u017een profil, sposoban za efikasnu saradnju sa timovima za podatke i DevOps kako biste pru\u017eili robusna, skalabilna i preduzec\u0301a spremna ve\u0161ta\u010dka inteligencija.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c00b4b elementor-widget elementor-widget-heading\" data-id=\"4c00b4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ve\u0161tine koje \u0107ete ste\u0107i tokom obuke<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7056769 elementor-widget elementor-widget-text-editor\" data-id=\"7056769\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><p>Operacionalizacija \u017eivotnog ciklusa ma\u0161inskog u\u010denja pomoc\u0301u Azure Machine. <br \/>Nau\u010dite kako da industrijalizujete tokove rada ma\u0161inskog u\u010denja (eksperimenti\u0161ite, trenirajte, validirajte, pakujete, implementirajte) kako biste pru\u017eili pouzdane i reproduktivne modele.<\/p><\/li><li><p>Automatizujte MLOps (CI\/CD) pipeline-ove <br \/>Podesite pipeline-ove automatizacije za testiranje, implementaciju i skaliranje va\u0161ih re\u0161enja, koristec\u0301i CI\/CD prakse i alate poput GitHub Actions.<\/p><\/li><li><p>Implementirajte modele i upravljajte proizvodnim okru\u017eenjima<br \/>Implementirajte modele kao potro\u0161ne usluge, upravljajte verzijama, zavisnostima i okru\u017eenjima i primenite odgovarajuc\u0301e strategije implementacije (priprema, produkcija, vrac\u0301anje).<\/p><\/li><li><p>Implementirajte moguc\u0301nost posmatranja: prac\u0301enje, evaluaciju i kontinuiranu optimizaciju<br \/>Pratite performanse modela i aplikacija (kvalitet, pomeranje, pouzdanost) i implementirajte petlje kontinuiranog pobolj\u0161anja na osnovu metrika i povratnih informacija iz stvarnog sveta.<\/p><\/li><li><p>Implementirajte generativne AI aplikacije i agente (GenAIOps) <br \/>Implementirajte, procenjujte, pratite i optimizujte generativne AI aplikacije i agente pomoc\u0301u Microsoft Foundry-ja, primenjujuc\u0301i iste proizvodne zahteve (kvalitet, bezbednost, upravljanje).<\/p><\/li><li><p>Standardizujte ve\u0161ta\u010dku inteligenciju infrastrukturom pomoc\u0301u Infrastrukture kao koda (IaC) <br \/>Automatizujte obezbe\u0111ivanje i konfiguraciju ve\u0161ta\u010dke inteligencije infrastrukturom pomoc\u0301u IaC pristupa (npr. Bicep) i tokova rada vo\u0111enih Azure CLI-jem za vec\u0301u doslednost i skalabilnost.<\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fc2a08 elementor-widget elementor-widget-heading\" data-id=\"7fc2a08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Interaktivna obuka koju vodi instruktor za prakti\u010dno iskustvo<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0157d5 elementor-widget elementor-widget-text-editor\" data-id=\"a0157d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kurs AI-300 \u2013 MLOps &amp; GenAIOps on Azure vode instruktori sertifikovani od strane Microsoft-a koji dele najbolje prakse i scenarije iz stvarnog sveta iz proizvodnih okru\u017eenja. U\u010desnici zavr\u0161avaju interaktivne ve\u017ebe za automatizaciju, implementaciju i rad re\u0161enja za ma\u0161insko u\u010denje pomoc\u0301u Azure Machine Learning-a, kao i za implementaciju, procenu, prac\u0301enje i optimizaciju generativnih AI aplikacija i agenata pomoc\u0301u Microsoft Foundry-ja.<\/p><p>Ovaj kurs vas ne samo priprema za AI-300 ispit, vec\u0301 vas i oprema direktno primenljivim ve\u0161tinama za pru\u017eanje pouzdanih, bezbednih i odr\u017eivih AI re\u0161enja, uklju\u010dujuc\u0301i osnovne CI\/CD, infrastrukturu kao kod (IaC) i prakse posmatranja.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79900b4 elementor-widget elementor-widget-heading\" data-id=\"79900b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Kome je namenjena ova obuka?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0749bdb elementor-widget elementor-widget-text-editor\" data-id=\"0749bdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ova obuka je idealna za:<\/p><ul><li>Nau\u010dnici za podatke i in\u017eenjeri ma\u0161inskog u\u010denja koji \u017eele da pre\u0111u sa eksperimentisanja na produkciju koristec\u0301i MLOps prakse na Azure-u (Azure Machine Learning).<\/li><li>DevOps stru\u010dnjaci\/platformski in\u017eenjeri koji \u017eele da dizajniraju i upravljaju bezbednom, automatizovanom i vidljivom AI infrastrukturom (CI\/CD, IaC, Azure CLI, GitHub Actions).<\/li><li>AI timovi i programeri koji \u017eele da primene i upravljaju generativnim AI aplikacijama i agentima u poslovnom okru\u017eenju sa Microsoft Foundry (GenAIOps).<\/li><li>IT stru\u010dnjaci koji se pripremaju za sertifikaciju Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate (AI-300).<\/li><li>Organizacije koje \u017eele da industrijalizuju AI (ML + GenAI) kako bi pru\u017eile pouzdana, skalabilna i upravljana re\u0161enja sa kontinuiranim pobolj\u0161anjem zasnovanim na prac\u0301enju i metrikama.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9d1870 elementor-widget elementor-widget-heading\" data-id=\"f9d1870\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Unapredite svoju karijeru uz stru\u010dnost u oblasti MLOps i GenAIOps na Azure-u<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a51aacb elementor-widget elementor-widget-text-editor\" data-id=\"a51aacb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Kurs AI-300 vam omoguc\u0301ava da razvijete veoma tra\u017een profil: profil profesionalca sposobnog da primenjuje ve\u0161ta\u010dku inteligenciju u produkciji i da je vremenom skalira. Pored pukog obu\u010davanja modela, nau\u010dic\u0301ete da automatizujete, primenjujete, pratite i optimizujete ma\u0161insko u\u010denje i generativna ve\u0161ta\u010dka inteligencija na Azure-u, primenjujuc\u0301i moderne CI\/CD, infrastrukturu kao kod (IaC) i prakse posmatranja.<\/p><p>Prijavite se danas da biste pobolj\u0161ali svoj kredibilitet uz produkcijski orijentisanu Microsoft sertifikaciju i ubrzali napredovanje u karijeri ka ulogama kao \u0161to su MLOps in\u017eenjer, in\u017eenjer ma\u0161inskog u\u010denja, in\u017eenjer ve\u0161ta\u010dke inteligencije ili DevOps za ve\u0161ta\u010dku inteligenciju.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ea79df3 e-flex e-con-boxed e-con e-parent\" data-id=\"ea79df3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7287642 elementor-widget elementor-widget-heading\" data-id=\"7287642\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"exam-success-strategies\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Strategije za uspeh na AI-300 ispitu<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-650823d elementor-widget elementor-widget-text-editor\" data-id=\"650823d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Savladavanje AI-300 sertifikacije zahteva vi\u0161e od samog tehni\u010dkog znanja: strate\u0161ka priprema, efikasno upravljanje vremenom i optimalne mentalne performanse su podjednako klju\u010dni za uspeh. Po\u0161to ispit nagla\u0161ava operacionalizaciju (MLOps i GenAIOps), morate biti sigurni u odluke vezane za proizvodnju: automatizaciju, implementaciju, prac\u0301enje, pouzdanost i saradnju izme\u0111u timova za podatke i DevOps timova.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3b6afc elementor-widget elementor-widget-heading\" data-id=\"d3b6afc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI-300 statistika i stope uspe\u0161nosti<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c19dc1a elementor-widget elementor-widget-text-editor\" data-id=\"c19dc1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Prose\u010dna stopa polo\u017eenih ispita:<\/strong> 65-70% iz prvog poku\u0161aja (prosek nivoa Microsoft Associate)<\/li><li><strong>Naj\u010de\u0161c\u0301i raspon rezultata:<\/strong> 720-780 za kandidate koji pola\u017eu ispit<\/li><li><strong>Prose\u010dno vreme u\u010denja:<\/strong> 6-8 nedelja za iskusnije profile podataka\/ma\u0161inskog u\u010denja<\/li><li><strong> Stopa ponovnog polaganja:<\/strong> 25-30% kandidata zahteva drugi poku\u0161aj<\/li><li><strong>Naj\u010de\u0161c\u0301e oblasti neuspeha:<\/strong> Azure ma\u0161insko u\u010denje (35%), implementacija i prac\u0301enje modela (31%), priprema podataka i in\u017eenjering funkcija (27%)<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-844945e elementor-widget elementor-widget-heading\" data-id=\"844945e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pore\u0111enje metoda u\u010denja<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-929053b eael-table-align-center eael-dt-th-align-left elementor-widget elementor-widget-eael-data-table\" data-id=\"929053b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"929053b\" id=\"eael-data-table-wrapper-929053b\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-929053b\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Pristup u\u010denju<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Trajanje<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Prolaznost<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Najbolje za<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Samo prakti\u010dna ve\u017eba<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>4-5 nedelja<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>45-55%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Visoko iskusni profili u Azure ML + DevOps<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Prakti\u010dna ve\u017eba i dokumentacija<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>6-7 nedelja<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>70-75%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Metodi\u010dni polaznici<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Obuka + laboratorije + prakti\u010dna ve\u017eba<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>6-8 nedelja<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>85-90%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Sveobuhvatna priprema<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Samo probni testovi<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>2-3 nedelje<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>50-60%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Nije preporu\u010dljivo<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-763983d elementor-widget elementor-widget-heading\" data-id=\"763983d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Strate\u0161ki pristup u\u010denju<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd29317 elementor-widget elementor-widget-text-editor\" data-id=\"cd29317\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Napravite vremenski okvir za u\u010denje od 6-8 nedelja<\/strong> \u2013 Nemojte se preforsirati u vremenu.<\/li>\n<li><strong>Pratite pravilo 70-20-10<\/strong> \u2013 70% prakti\u010dne ve\u017ebe (Azure ma\u0161insko u\u010denje, implementacije, pipelines, prac\u0301enje) + Python ve\u017ebe, 20% ciljano \u010ditanje koncepata + najbolje prakse MLOps\/GenAIOps, 10% ispiti\/probni testovi za kalibraciju vremena i identifikaciju praznina.<\/li>\n<li><strong>Fokusirajte se na u\u010denje zasnovano na scenarijima<\/strong> \u2013 AI-300 nagla\u0161ava operacionalizaciju (MLOps\/GenAIOps): arhitektonske izbore, automatizaciju, kontrolu verzija, vidljivost i realne odluke, a ne pamc\u0301enje.<\/li>\n<li><strong>U\u010dite u fokusiranim blokovima od 90 minuta<\/strong> sa pauzama od 15 minuta kako biste maksimizirali pamc\u0301enje.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4987f5 elementor-widget elementor-widget-heading\" data-id=\"c4987f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Uobi\u010dajene gre\u0161ke na ispitu koje treba izbegavati<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6562135 elementor-widget elementor-widget-text-editor\" data-id=\"6562135\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Azure Machine Learning Designer naspram Notebook-ova (Code-First)<\/strong> \u2013 Ne suprotstavljajte ih jedne drugima iz navike: razumejte kada vizuelni pipeline ubrzava implementaciju, a kada je Python pristup po\u017eeljniji za reproduktivnost, prilago\u0111avanje i industrijalizaciju.<\/li><li><strong>Eksperimentisanje\/Obuka naspram Implementacije\/Proizvodnja<\/strong> \u2013 Mnogi scenariji testiraju va\u0161u sposobnost da pre\u0111ete sa \u201eradova u razvoju\u201c na \u201epouzdano u produkciji\u201c: pakovanje, verzije, zavisnosti, krajnje ta\u010dke, bezbednost i strategija implementacije.<\/li><li><strong>Pomeranje podataka naspram pomeranja modela<\/strong> \u2013 Pomeranje podataka = promene u distribucijama unosa, pomeranje modela = degradacija performansi (\u010desto mereno putem metrika i povratnih informacija) i znajte koje akcije treba pokrenuti (prac\u0301enje, upozorenja, ponovna obuka, ponovna kalibracija).<\/li><li><strong>Ciljevi izra\u010dunavanja i njihova upotreba<\/strong> \u2013 Razumite kada treba koristiti instance izra\u010dunavanja (razvoj\/iteracija), klastere (skalabilna obuka), klastere zaklju\u010divanja\/izra\u010dunavanja za krajnje ta\u010dke (implementacija\/serviranje) i uticaj na tro\u0161kove, performanse i vreme.<\/li><li><strong>AutoML u odnosu na prilago\u0111ene modele<\/strong> \u2013 Znajte kada je AutoML relevantan (prototipiranje, osnovna linija, brzina) i kada je potrebna prilago\u0111ena obuka (kontrola, ograni\u010denja, obja\u0161njivost, poslovni zahtevi, performanse).<\/li><li><strong>Interpretabilnost i odgovorna ve\u0161ta\u010dka inteligencija<\/strong> \u2013 Ne odgovarajte samo sa \u201etehni\u010dkim\u201c: ispit tako\u0111e o\u010dekuje razumevanje zahteva za upravljanje, pravi\u010dnost, obja\u0161njivost i otkrivanje\/ubla\u017eavanje pristrasnosti, posebno u poslovnim scenarijima.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7271d2a elementor-widget elementor-widget-heading\" data-id=\"7271d2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Raspodela te\u017eine po temama<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e8dbb4 eael-table-align-center eael-dt-th-align-left elementor-widget elementor-widget-eael-data-table\" data-id=\"0e8dbb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"0e8dbb4\" id=\"eael-data-table-wrapper-0e8dbb4\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-0e8dbb4\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Oblast ispita<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Te\u017eina<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Fokus oblasti<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Prioritet<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Dizajniranje MLOps\/GenAIOps re\u0161enja<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>20-25%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Kompleksna arhitektura, izbor usluga (Azure ML, Foundry), okru\u017eenja, bezbednost, zahtevi za uskla\u0111enost, strategija implementacije<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Visoki<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Automatizacija pipeline-ova (CI\/CD) i IaC<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>25-30%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Procesi obuke i implementacije, testiranje, promocija od razvoja do proizvodnje, GitHub akcije, Azure CLI, Bicep, upravljanje artefaktima i verzijama<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Kriti\u010dno<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Implementacija i rad modela (serviranje)<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>20-25%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Krajnje ta\u010dke, pakovanje, zavisnosti, skalabilnost, performanse, tro\u0161kovi, strategije implementacije (priprema\/vrac\u0301anje na prethodno stanje)<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Visoki<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Pratite, procenjujte i optimizujte u proizvodnji<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>20-25%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Uo\u010dljivost, metrike, pomeranje (podaci\/model), kvalitet, upozoravanje, upravljanje, petlje preobuke, kontinuirano pobolj\u0161anje<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Kriti\u010dno<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p><strong>Operacionalizacija GenAI aplikacija\/agenata<\/strong><\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>10-15%<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Evaluacija i prac\u0301enje, bezbednost, upravljanje, optimizacija, implementacija i rad GenAI pomoc\u0301u Microsoft Foundry-ja<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Visoki<\/p>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80b6f38 elementor-widget elementor-widget-heading\" data-id=\"80b6f38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Upravljanje vremenom na dan ispita<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f28a1c elementor-widget elementor-widget-text-editor\" data-id=\"4f28a1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>U proseku, dodelite 90 sekundi po pitanju<\/strong> \u2013 ovo daje vremenski rezervni prostor za slo\u017eene scenarije.<\/li><li><strong>Prvo u potpunosti pro\u010ditajte<\/strong> studije slu\u010daja pre nego \u0161to poku\u0161ate da odgovorite na srodna pitanja.<\/li><li><strong>Ozna\u010dite neizvesna pitanja i vratite se na njih<\/strong> \u2013 nemojte se zaglaviti na te\u0161kim stavkama.<\/li><li><strong>Ostavite 15 minuta na kraju<\/strong> za pregled ozna\u010denih pitanja i proveru odgovora.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9731417 elementor-widget elementor-widget-heading\" data-id=\"9731417\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Upravljanje stresom i performansama na ispitu<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-920fdf9 elementor-widget elementor-widget-text-editor\" data-id=\"920fdf9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Naspavajte se 7-8 sati kvalitetno prethodne noc\u0301i<\/strong> \u2013 izbegavajte preoptere\u0107enja u poslednjem trenutku<\/li>\n<li><strong>Do\u0111ite 30 minuta ranije<\/strong> da biste se smestili i mirno zavr\u0161ili procedure prijave<\/li>\n<li><strong>Koristite tehnike dubokog disanja<\/strong> ako se osec\u0301ate preopterec\u0301eno tokom ispita<\/li>\n<li><strong>Verujte svojoj pripremi<\/strong> \u2013 va\u0161 prvi instinkt je obi\u010dno ta\u010dan na pitanjima iz scenarija<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-704d3f5 elementor-widget elementor-widget-heading\" data-id=\"704d3f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Tehni\u010dki saveti za pripremu<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-546670d elementor-widget elementor-widget-text-editor\" data-id=\"546670d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Ve\u017ebajte sa Azure Machine Learning (Studio), Python SDK-om i Azure CLI-jem<\/strong> \u2013 Budite u moguc\u0301nosti da obavljate iste zadatke na vi\u0161e na\u010dina (UI u odnosu na code-first): kreirajte\/konfiguri\u0161ite resurse, pokrenite izvr\u0161avanja, upravljajte okru\u017eenjima, objavite artefakte i izvr\u0161ite implementacije.<\/li><li><strong>Savladajte MLOps koncepte i prakse (CI\/CD + verzionisanje)<\/strong> \u2013 Cilj nije samo \u201eobu\u010diti model\u201c, vec\u0301 znati kako ga industrijalizovati: upravljanje verzijama (kod\/podaci\/modeli), automatizacija pipeline-ovi, promocija od razvoja do produkcije i prac\u0301enje promena.<\/li><li><strong>Razumite kompletan tok rada od po\u010detka do kraja (podaci \u2192 produkcija)<\/strong> \u2013 Pregledajte stvarnu putanju: unos i priprema podataka, obuka\/evaluacija, pakovanje, implementacija, prac\u0301enje, otkrivanje pomeranja i ponovna obuka\/petlje kontinuiranog pobolj\u0161anja.<\/li><li><strong>Pregledajte principe odgovorne ve\u0161ta\u010dke inteligencije i upravljanja<\/strong> \u2013 Znajte kako da se pozabavite pravi\u010dno\u0161c\u0301u, obja\u0161njivo\u0161c\u0301u, otkrivanjem\/ubla\u017eavanjem pristrasnosti, za\u0161titom podataka i uskla\u0111eno\u0161c\u0301u \u2013 i kako ovi zahtevi uti\u010du na tehni\u010dke izbore u produkciji.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7eee90b elementor-widget elementor-widget-heading\" data-id=\"7eee90b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Priprema u poslednjoj nedelji<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e4537f elementor-widget elementor-widget-text-editor\" data-id=\"2e4537f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Polo\u017eite 2-3 probna ispita<\/strong> kako biste identifikovali praznine u znanju i stekli samopouzdanje.<\/li><li><strong>Ponovo pregledajte zvani\u010dne ciljeve<\/strong> ispita kompanije Microsoft.<\/li><li><strong>Izbegavajte u\u010denje novih koncepata<\/strong> \u2013 fokusirajte se na u\u010dvr\u0161c\u0301ivanje onoga \u0161to vec\u0301 znate.<\/li><li><strong>Pripremite logistiku za dan ispita<\/strong> \u2013 put do ispitnog centra, potrebnu identifikaciju, vreme dolaska.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e5fea3 elementor-widget elementor-widget-heading\" data-id=\"8e5fea3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Strategije za mentalnu pripremu<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1942ff8 elementor-widget elementor-widget-text-editor\" data-id=\"1942ff8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Vizualizujte scenarije uspeha<\/strong> \u2013 zamislite sebe kako samouvereno odgovarate na pitanja<\/li>\n<li><strong>Setite se svog prakti\u010dnog iskustva<\/strong> \u2013 verovatno ste vec\u0301 izgradili (ili videli) mnoge od ovih radnih procesa: unos, obuka, implementacija, krajnje ta\u010dke, pipeline-ovi, prac\u0301enje. Ispit \u010desto testira odluke koje vec\u0301 donosite u realnim uslovima.<\/li>\n<li><strong>Ostanite pozitivni tokom te\u0161kih pitanja<\/strong> \u2013 svaki kandidat se suo\u010dava sa izazovnim scenarijima<\/li>\n<li><strong>Zapamtite da je prosek 700\/1000<\/strong> \u2013 nije vam potreban savr\u0161enstvo, samo solidna kompetencija<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6e1767 elementor-widget elementor-widget-heading\" data-id=\"c6e1767\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Kako zakazati AI-300 ispit<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a48327f elementor-widget elementor-widget-text-editor\" data-id=\"a48327f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Zvani\u010dni provajder testiranja:<\/strong> Pearson VUE je ovla\u0161\u0107eni partner Microsoft-a za AI-300 ispit<\/li><li><strong>Proces zakazivanja:<\/strong> Kreirajte Pearson VUE nalog, pretra\u017eite \u201cAI-300\u201d, izaberite \u017eeljeni test centar i datum<\/li><li><strong>Cena ispita:<\/strong> 165 USD (cena mo\u017ee varirati u zavisnosti od regiona i valute) \u2013 nije uklju\u010dena u cenu obuke<\/li><li><strong>Vreme zakazivanja:<\/strong>\u00a0Rezervi\u0161ite termin najmanje 1\u20132 nedelje unapred za bolji izbor termina<\/li><li><strong>Politika promene termina:<\/strong>\u00a0Besplatno preme\u0161tanje termina do 24 sata pre zakazanog ispita<\/li><li><strong>Potrebna identifikacija:<\/strong>\u00a0Li\u010dni dokument sa fotografijom izdat od strane dr\u017eave (paso\u0161, voza\u010dka dozvola) koji ta\u010dno odgovara imenu sa registracije<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5eea130 elementor-widget elementor-widget-text-editor\" data-id=\"5eea130\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Mindset za uspeh:<\/strong><\/p><p>Pristupite AI-300 kao validaciji va\u0161ih postojec\u0301ih ve\u0161tina, a ne kao testu napamet nau\u010denih \u010dinjenica. Ispit je u velikoj meri orijentisan na scenarije i cilj mu je da potvrdi da mo\u017eete da operacionalizujete AI re\u0161enja na Azure-u: automatizaciju, implementaciju, prac\u0301enje i pobolj\u0161anje modela (i generativnih AI aplikacija) u realnim uslovima.<\/p><p>Va\u0161a najvec\u0301a prednost je va\u0161e prakti\u010dno iskustvo: va\u0161i refleksi sa kompletnim tokovima rada (podaci \u2192 obuka \u2192 implementacija \u2192 prac\u0301enje), va\u0161a sposobnost razmi\u0161ljanja u proizvodnim okru\u017eenjima i va\u0161e razumevanje najboljih praksi MLOps\/GenAIOps. Fokusirajte se na doslednost i tehni\u010dko dono\u0161enje odluka \u2013 to je upravo ono \u0161to je ispit osmi\u0161ljen da meri.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-730df1e e-flex e-con-boxed e-con e-parent\" data-id=\"730df1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bdab75d elementor-widget elementor-widget-heading\" data-id=\"bdab75d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u010cesto postavljana pitanja o obuci za Microsoft AI-300 (FAQ)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a540acd elementor-widget elementor-widget-accordion\" data-id=\"a540acd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1731\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1731\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Koje teme su obuhvac\u0301ene obukom AI-300?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1731\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1731\"><p>Obuka pokriva operacionalizaciju ma\u0161inskog u\u010denja i generativnih ve\u0161ta\u010dkih inteligencija (AI) re\u0161enja na Azure-u: dizajn MLOps\/GenAIOps arhitektura, automatizaciju cevovoda (CI\/CD), raspore\u0111ivanje krajnjih ta\u010daka, prac\u0301enje\/moguc\u0301nost posmatranja, kontrolu verzija (kod, podaci, modeli), upravljanje i odgovorne prakse ve\u0161ta\u010dke inteligencije sa Azure Machine Learning-om i Microsoft Foundry-jem.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1732\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1732\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Za koga je ovaj kurs?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1732\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1732\"><p>Ovaj kurs je namenjen nau\u010dnicima za podatke, in\u017eenjerima ma\u0161inskog u\u010denja, in\u017eenjerima ve\u0161ta\u010dke inteligencije i IT\/DevOps stru\u010dnjacima koji \u017eele da pre\u0111u sa eksperimentisanja na proizvodnju i da nau\u010de kako da primenjuju, prate i kontinuirano pobolj\u0161avaju ML i GenAI re\u0161enja na Azure-u.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1733\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1733\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Koji alati i usluge se koriste u ovoj obuci?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1733\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1733\"><p>Radic\u0301ete prvenstveno sa Azure Machine Learning, Azure ML Studio, Python SDK, Azure CLI, CI\/CD praksama (npr. GitHub Actions) i Infrastructure as Code (npr. Bicep). Generativna AI komponenta se oslanja na Microsoft Foundry za raspore\u0111ivanje, evaluaciju i rad GenAI aplikacija\/agenata.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1734\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1734\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Koji su preduslovi za ovaj kurs?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1734\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1734\"><p>Preporu\u010duje se posedovanje osnova Azure-a (ekvivalentan nivo <a href=\"https:\/\/eccentrix-eu.com\/sr\/obuke\/microsoft\/azure\/azure-data-fundamentals-obuka\/\" target=\"_blank\" rel=\"noopener\">DP-900<\/a>), iskustva u nauci o podacima i ma\u0161inskom u\u010denju, prakse sa Python-om (Pandas, Scikit-learn), pojmova Git-a i CI\/CD tokova rada (\u010dak i osnovnih), poznavanja koncepata raspore\u0111ivanja i prac\u0301enja u cloud okru\u017eenju.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1735\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1735\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Kako vas ova obuka priprema za AI-300 sertifikaciju?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1735\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1735\"><p>Obuka je uskla\u0111ena sa ve\u0161tinama koje se procenjuju na ispitu AI-300. Ve\u017ebate na scenarijima skoro realnim: automatizacija proizvodnog procesa, implementacija, prac\u0301enje, upravljanje i kontinuirano unapre\u0111enje \u2014 upravo ona vrsta rezonovanja koja se o\u010dekuje na dan ispita.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1736\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1736\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Da li ova obuka uklju\u010duje prakti\u010dne projekte?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1736\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1736\"><p>Da. U\u010desnici sprovode prakti\u010dne ve\u017ebe i radionice za izgradnju MLOps\/GenAIOps radnih procesa: izvr\u0161avanje protoka, automatizacija cevovoda, objavljivanje krajnjih ta\u010daka, pode\u0161avanje prac\u0301enja i primena dobrih praksi upravljanja.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1737\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1737\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Da li je ova obuka dostupna u virtuelnoj u\u010dionici?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1737\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1737\"><p>Da. Obuka se nudi u virtuelnoj u\u010dionici (u\u017eivo, pod vo\u0111stvom instruktora), sa interakcijama, demonstracijama i vo\u0111enim laboratorijskim ve\u017ebama kako bi se osigurao konkretan i merljiv napredak.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1738\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1738\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Koje su glavne koristi za organizaciju?<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1738\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1738\"><p>Timovi u\u010de da pru\u017eaju pouzdana i odr\u017eiva ve\u0161ta\u010dka inteligencija re\u0161enja: standardizovana implementacija, smanjeni proizvodni rizici, bolja prac\u0301enje, prac\u0301enje, uskla\u0111enost i moguc\u0301nost brzog ponavljanja na modelima i aplikacijama GenAI.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Koje teme su obuhvac\\u0301ene obukom AI-300?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Obuka pokriva operacionalizaciju ma\\u0161inskog u\\u010denja i generativnih ve\\u0161ta\\u010dkih inteligencija (AI) re\\u0161enja na Azure-u: dizajn MLOps\\\/GenAIOps arhitektura, automatizaciju cevovoda (CI\\\/CD), raspore\\u0111ivanje krajnjih ta\\u010daka, prac\\u0301enje\\\/moguc\\u0301nost posmatranja, kontrolu verzija (kod, podaci, modeli), upravljanje i odgovorne prakse ve\\u0161ta\\u010dke inteligencije sa Azure Machine Learning-om i Microsoft Foundry-jem.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Za koga je ovaj kurs?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Ovaj kurs je namenjen nau\\u010dnicima za podatke, in\\u017eenjerima ma\\u0161inskog u\\u010denja, in\\u017eenjerima ve\\u0161ta\\u010dke inteligencije i IT\\\/DevOps stru\\u010dnjacima koji \\u017eele da pre\\u0111u sa eksperimentisanja na proizvodnju i da nau\\u010de kako da primenjuju, prate i kontinuirano pobolj\\u0161avaju ML i GenAI re\\u0161enja na Azure-u.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Koji alati i usluge se koriste u ovoj obuci?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Radic\\u0301ete prvenstveno sa Azure Machine Learning, Azure ML Studio, Python SDK, Azure CLI, CI\\\/CD praksama (npr. GitHub Actions) i Infrastructure as Code (npr. Bicep). Generativna AI komponenta se oslanja na Microsoft Foundry za raspore\\u0111ivanje, evaluaciju i rad GenAI aplikacija\\\/agenata.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Koji su preduslovi za ovaj kurs?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Preporu\\u010duje se posedovanje osnova Azure-a (ekvivalentan nivo <a href=\\\"https:\\\/\\\/eccentrix-eu.com\\\/sr\\\/obuke\\\/microsoft\\\/azure\\\/azure-data-fundamentals-obuka\\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">DP-900<\\\/a>), iskustva u nauci o podacima i ma\\u0161inskom u\\u010denju, prakse sa Python-om (Pandas, Scikit-learn), pojmova Git-a i CI\\\/CD tokova rada (\\u010dak i osnovnih), poznavanja koncepata raspore\\u0111ivanja i prac\\u0301enja u cloud okru\\u017eenju.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Kako vas ova obuka priprema za AI-300 sertifikaciju?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Obuka je uskla\\u0111ena sa ve\\u0161tinama koje se procenjuju na ispitu AI-300. Ve\\u017ebate na scenarijima skoro realnim: automatizacija proizvodnog procesa, implementacija, prac\\u0301enje, upravljanje i kontinuirano unapre\\u0111enje \\u2014 upravo ona vrsta rezonovanja koja se o\\u010dekuje na dan ispita.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Da li ova obuka uklju\\u010duje prakti\\u010dne projekte?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Da. U\\u010desnici sprovode prakti\\u010dne ve\\u017ebe i radionice za izgradnju MLOps\\\/GenAIOps radnih procesa: izvr\\u0161avanje protoka, automatizacija cevovoda, objavljivanje krajnjih ta\\u010daka, pode\\u0161avanje prac\\u0301enja i primena dobrih praksi upravljanja.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Da li je ova obuka dostupna u virtuelnoj u\\u010dionici?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Da. Obuka se nudi u virtuelnoj u\\u010dionici (u\\u017eivo, pod vo\\u0111stvom instruktora), sa interakcijama, demonstracijama i vo\\u0111enim laboratorijskim ve\\u017ebama kako bi se osigurao konkretan i merljiv napredak.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Koje su glavne koristi za organizaciju?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Timovi u\\u010de da pru\\u017eaju pouzdana i odr\\u017eiva ve\\u0161ta\\u010dka inteligencija re\\u0161enja: standardizovana implementacija, smanjeni proizvodni rizici, bolja prac\\u0301enje, prac\\u0301enje, uskla\\u0111enost i moguc\\u0301nost brzog ponavljanja na modelima i aplikacijama GenAI.<\\\/p>\"}}]}<\/script>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"template":"","role":[251,63],"formations":[242,192,186,237,241],"class_list":["post-531","formation","type-formation","status-publish","hentry","role-specijalista-za-vestacku-inteligenciju","role-specijalista-za-podatke","formations-sertifikacija","formations-azure","formations-microsoft","formations-vestacka-inteligencija","formations-cloud"],"_links":{"self":[{"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/formation\/531","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/formation"}],"about":[{"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/types\/formation"}],"version-history":[{"count":55,"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/formation\/531\/revisions"}],"predecessor-version":[{"id":50402,"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/formation\/531\/revisions\/50402"}],"wp:attachment":[{"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/media?parent=531"}],"wp:term":[{"taxonomy":"role","embeddable":true,"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/role?post=531"},{"taxonomy":"formations","embeddable":true,"href":"https:\/\/eccentrix-eu.com\/sr\/wp-json\/wp\/v2\/formations?post=531"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}