{"id":2165541,"date":"2026-09-24T18:44:22","date_gmt":"2026-09-24T15:44:22","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=2165541"},"modified":"2026-09-24T18:44:22","modified_gmt":"2026-09-24T15:44:22","slug":"machine-learning-in-lumea-reala-upt-ii-invita-pe-timisoreni-la-o-intalnire-despre-tehnologiile-care-schimba-lumea-de-maine-2","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=2165541","title":{"rendered":"\u2018Machine Learning \u00een lumea real\u0103\u2019: UPT \u00eei invit\u0103 pe timi\u0219oreni la o \u00eent\u00e2lnire despre tehnologiile care schimb\u0103 lumea de m\u00e2ine"},"content":{"rendered":"<p>[analyse_image type=&#8221;featured&#8221; src=&#8221;https:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/deschidere-an-masterate-AC-2026-728&#215;336.jpghttps:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/deschidere-an-masterate-AC-2026.jpg&#8221;]<\/p>\n<div class=\"the_content\">\n<p>Cum va ar\u0103ta tehnologia de m\u00e2ine? Ce se \u00eent\u00e2mpl\u0103 cu un model de inteligen\u021b\u0103 artificial\u0103 dup\u0103 ce este construit? Ce competen\u021be vor fi c\u0103utate pe pia\u021ba muncii \u00eentr-o economie \u00een care AI devine tot mai prezent? Timi\u0219orenii interesa\u021bi de aceste \u00eentreb\u0103ri sunt invita\u021bi vineri, 25 septembrie 2026, la Universitatea Politehnica Timi\u0219oara, la o \u00eent\u00e2lnire cu speciali\u0219ti din cercetare \u0219i industrie care lucreaz\u0103 direct cu unele dintre cele mai noi tehnologii ale momentului.<\/p>\n<p>\u00cent\u00e2lnirea, organizat\u0103 de Facultatea de Automatic\u0103 \u0219i Calculatoare cu prilejul deschiderii anului universitar 2026\u20132027 pentru programele de masterat, are ca tem\u0103 \u201eMachine Learning \u00een lumea real\u0103\u201d \u0219i va avea loc de la ora 16:00, la Centrul de Conferin\u021be UPT. Participarea este deschis\u0103 tuturor celor interesa\u021bi, inclusiv celor din afara universit\u0103\u021bii. Evenimentul este organizat \u00een cadrul proiectului IA-PracticAC- Stagii de practic\u0103 centrate pe student \u00een domeniile Automatic\u0103 \u0219i Calculatoare adaptate la evolu\u021bia IA, Cybersecurity \u0219i computing continuum, cod SMIS 317145.<\/p>\n<p>Deschiderea c\u0103tre public a unui astfel de eveniment se \u00eenscrie \u00een preocuparea mai larg\u0103 a Universit\u0103\u021bii Politehnica Timi\u0219oara de a r\u0103m\u00e2ne conectat\u0103 la societate \u0219i de a pune la dispozi\u021bia comunit\u0103\u021bii cunoa\u0219terea acumulat\u0103 \u00een universitate. \u00centr-un domeniu \u00een care schimb\u0103rile tehnologice se produc \u00eentr-un ritm greu de urm\u0103rit chiar \u0219i pentru cei care lucreaz\u0103 \u00een industrie, \u00eent\u00e2lnirea direct\u0103 cu speciali\u0219tii poate oferi nu doar informa\u021bii despre tehnologiile de ast\u0103zi, ci \u0219i o perspectiv\u0103 asupra direc\u021biilor \u00een care acestea se dezvolt\u0103.<\/p>\n<p>Programul reune\u0219te perspective din cercetare \u0219i din domenii industriale \u00een care inteligen\u021ba artificial\u0103 are deja un rol important. Printre temele abordate se num\u0103r\u0103 evolu\u021bia tehnologiilor de Machine Learning, optimizarea modelelor de difuzie, sistemele de inteligen\u021b\u0103 artificial\u0103 \u0219i agen\u021bi AI, aplica\u021biile din domeniul s\u0103n\u0103t\u0103\u021bii \u0219i \u0219tiin\u021belor biologice, precum \u0219i utilizarea vederii computerizate \u0219i a imagisticii medicale \u00een dezvoltarea unor produse \u0219i startup-uri.<\/p>\n<p>Unul dintre invita\u021bii speciali ai evenimentului este Drago\u0219 M\u0103rginean\u021bu, Artificial Intelligence Chief Technologist la Boeing, Seattle, SUA, care va vorbi despre ceea ce se a\u0219teapt\u0103 \u00een prezent de la Machine Learning, din perspectiva cercet\u0103rii \u0219i ingineriei. Experien\u021ba sa ofer\u0103 o perspectiv\u0103 direct\u0103 asupra cerin\u021belor pe care dezvoltarea unor sisteme de inteligen\u021b\u0103 artificial\u0103 le presupune \u00eentr-unul dintre cele mai tehnologizate domenii industriale.<\/p>\n<p>Din mediul academic, prof. Radu Ionescu, de la Universitatea din Bucure\u0219ti, va prezenta cercet\u0103ri privind optimizarea preferin\u021belor modelelor de difuzie prin \u00eenv\u0103\u021bare curricular\u0103. Al\u0103turi de ace\u0219tia, Tudor Nicosevici, arhitect principal pentru sisteme de inteligen\u021b\u0103 artificial\u0103 \u0219i agentice la AUMOVIO, Wanda Fiat, Lead Data Scientist pentru Healthcare &amp; Life Science la Bull, \u0219i Bogdan Bercean, AI Lead \u0219i cofondator al Rayscape, vor aduce \u00een discu\u021bie experien\u021be din industrie, de la sisteme AI \u0219i analiza datelor p\u00e2n\u0103 la aplica\u021bii \u00een s\u0103n\u0103tate, viziune computerizat\u0103 \u0219i dezvoltarea de startup-uri.<\/p>\n<p>Prezent\u0103rile surprind, de altfel, una dintre \u00eentreb\u0103rile esen\u021biale ale domeniului: ce urmeaz\u0103 dup\u0103 construirea unui model de inteligen\u021b\u0103 artificial\u0103? R\u0103spunsul presupune trecerea de la performan\u021ba tehnic\u0103 a modelului la integrarea sa \u00een produse \u0219i servicii capabile s\u0103 r\u0103spund\u0103 unor nevoi reale.<\/p>\n<p>Pentru studen\u021bii programelor de masterat ale Facult\u0103\u021bii de Automatic\u0103 \u0219i Calculatoare, \u00eent\u00e2lnirea reprezint\u0103 \u0219i o ocazie de a \u00een\u021belege mai bine competen\u021bele \u0219i direc\u021biile profesionale care se contureaz\u0103 \u00eentr-un domeniu aflat \u00eentr-o transformare rapid\u0103. Pentru publicul larg interesat de tehnologie, evenimentul ofer\u0103 posibilitatea de a afla direct de la speciali\u0219ti cum arat\u0103 \u00een prezent dezvoltarea inteligen\u021bei artificiale \u0219i care sunt unele dintre direc\u021biile \u00een care aceasta se \u00eendreapt\u0103.<\/p>\n<p>Adaptarea permanent\u0103 a ofertei educa\u021bionale la evolu\u021biile tehnologice \u0219i la cerin\u021bele pie\u021bei muncii reprezint\u0103 una dintre preocup\u0103rile constante ale Universit\u0103\u021bii Politehnica Timi\u0219oara. \u00cen unele domenii, aceast\u0103 adaptare \u00eenseamn\u0103 nu doar r\u0103spunsul la nevoile deja existente ale industriei, ci \u0219i anticiparea unor competen\u021be care vor deveni importante \u00een anii urm\u0103tori. Programele de masterat din domenii precum inteligen\u021ba artificial\u0103, Machine Learning \u0219i tehnologiile emergente sunt expresia acestei preocup\u0103ri.<\/p>\n<p>Un semn al relevan\u021bei acestor programe este \u0219i faptul c\u0103, al\u0103turi de absolven\u021bii afla\u021bi la \u00eenceputul carierei, la masteratele UPT revin \u0219i absolven\u021bi ai unor promo\u021bii anterioare, care aleg s\u0103-\u0219i actualizeze \u0219i s\u0103-\u0219i completeze cuno\u0219tin\u021bele \u00eentr-un context tehnologic aflat \u00eentr-o schimbare rapid\u0103. Universitatea devine astfel nu doar locul \u00een care \u00eencepe o carier\u0103, ci \u0219i un spa\u021biu \u00een care profesioni\u0219tii se pot \u00eentoarce pentru a \u00eenv\u0103\u021ba din nou, atunci c\u00e2nd domeniul lor se schimb\u0103.<\/p>\n<p>\u00cen cazul domeniului inteligen\u021bei artificiale, aceast\u0103 nevoie este cu at\u00e2t mai evident\u0103. Evolu\u021bia accelerat\u0103 a tehnologiilor face ca formarea ini\u021bial\u0103 s\u0103 nu mai fie suficient\u0103 pentru \u00eentreaga carier\u0103 profesional\u0103, iar apropierea dintre universitate, cercetare \u0219i industrie devine esen\u021bial\u0103. Workshopul \u201eMachine Learning \u00een lumea real\u0103\u201d aduce tocmai aceast\u0103 perspectiv\u0103 \u00een fa\u021ba publicului: ce se cerceteaz\u0103 ast\u0103zi, ce tehnologii ajung deja \u00een industrie \u0219i ce competen\u021be vor fi necesare m\u00e2ine.<\/p>\n<p>Evenimentul este deschis tuturor celor interesa\u021bi, iar participarea se face pe baza \u00eenscrierii prealabile, p\u00e2n\u0103 la 25 septembrie 2026, prin formularul disponibil aici: <a href=\"https:\/\/forms.cloud.microsoft\/e\/KpURQAKSV4\">https:\/\/forms.cloud.microsoft\/e\/KpURQAKSV4<\/a>.<\/p>\n<p>***<\/p>\n<p><strong><span class=\"dia_suggestion w0\">Mai<\/span><span class=\"dia_suggestion w1\">multe<\/span><span class=\"dia_suggestion w2\">g\u0103si\u021bi<\/span> pe <span class=\"dia_suggestion w4\">pagina noastr<span class=\"dia_suggestion w0\">\u0103<\/span><\/span>\u00a0de <a href=\"https:\/\/www.facebook.com\/OpiniaTM\/?ref=page_internal\" target=\"_blank\" rel=\"noopener\">Facebook opiniatimisoarei.ro<\/a>!<\/strong><\/p>\n<p><strong><span class=\"dia_suggestion w0\">Dac\u0103<\/span><span class=\"dia_suggestion w1\">a\u021bi<\/span> fost martorii unui eveniment <span class=\"dia_suggestion w6\">sau<\/span><span class=\"dia_suggestion w7\">ai<\/span> unei <span class=\"dia_suggestion w9\">situa\u021bii<\/span><span class=\"dia_suggestion w10\">neobi\u0219nuite<\/span><span class=\"dia_suggestion w11\">care<\/span> ar <span class=\"dia_suggestion w13\">putea<\/span> deveni subiect de <span class=\"dia_suggestion w17\">\u0219tire<\/span>, <span class=\"dia_suggestion w18\">contacta\u021bi<\/span>-ne <span class=\"dia_suggestion w20\">la<\/span><span><a href=\"https:\/\/www.opiniatimisoarei.ro\/cdn-cgi\/l\/email-protection\" class=\"__cf_email__\" data-cfemail=\"c3b1a6a7a2a0b7aaa683acb3aaadaaa2b7aaaeaab0aca2b1a6aaedb1ac\">[email\u00a0protected]<\/a>,<\/span>\u00a0 pe <a href=\"https:\/\/www.facebook.com\/OpiniaTM\">FB<\/a><span>sau pe contul nostru de<\/span><a href=\"https:\/\/www.instagram.com\/opiniatimisoarei.ro\/\" target=\"_blank\" rel=\"noopener\">Instagram<\/a>!<\/strong><\/p>\n<p><strong><span>CITE\u0218TE \u0218I<\/span>: <a href=\"https:\/\/www.opiniatimisoarei.ro\/afli-primul-tot-ceea-ce-se-intampla-cu-adevarat-important-in-timisoara-si-in-regiune-cu-aplicatia-de-stiri-opinia-timisoarei-3-tipuri-de-alerte-te-tin-mereu-conectat-la-evenimente-descarca-gratuit-a\/31\/10\/2022\">Afli primul tot ceea ce se intampla cu adevarat important in Timisoara si in regiune cu Aplicatia de stiri Opinia Timisoarei. 3 tipuri de alerte te tin mereu conectat la evenimente. Descarca gratuit Aplicatia OT aici!<\/a><\/strong><\/p>\n<p>\u00a0<\/p>\n<\/div>\n<p>[analyse_source url=&#8221;https:\/\/www.opiniatimisoarei.ro\/machine-learning-in-lumea-reala-upt-ii-invita-pe-timisoreni-la-o-intalnire-despre-tehnologiile-care-schimba-lumea-de-maine\/24\/09\/2026&#8243;]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[analyse_image type=&#8221;featured&#8221; src=&#8221;https:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/deschidere-an-masterate-AC-2026-728&#215;336.jpghttps:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/deschidere-an-masterate-AC-2026.jpg&#8221;] Cum va ar\u0103ta tehnologia de m\u00e2ine? Ce se \u00eent\u00e2mpl\u0103 cu un model de inteligen\u021b\u0103 artificial\u0103 dup\u0103 ce este construit? Ce competen\u021be vor fi c\u0103utate pe pia\u021ba muncii \u00eentr-o economie \u00een care AI devine tot mai prezent? Timi\u0219orenii interesa\u021bi de aceste \u00eentreb\u0103ri sunt invita\u021bi vineri, 25 septembrie 2026, la Universitatea Politehnica Timi\u0219oara, la [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[226,190],"class_list":["post-2165541","post","type-post","status-publish","format-standard","hentry","category-romania","tag-crawlmanager","tag-opiniatimisoarei-ro"],"_links":{"self":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/2165541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2165541"}],"version-history":[{"count":0,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/2165541\/revisions"}],"wp:attachment":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2165541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2165541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2165541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}