{"id":1665,"date":"2026-01-29T17:05:36","date_gmt":"2026-01-29T20:05:36","guid":{"rendered":"https:\/\/treinamentolivre.com\/pc\/?p=1665"},"modified":"2026-01-29T17:14:19","modified_gmt":"2026-01-29T20:14:19","slug":"introducao-as-redes-complexas-com-aplicacoes-utilizando-python-e-ia-llm","status":"publish","type":"post","link":"https:\/\/treinamentolivre.com\/pc\/?p=1665","title":{"rendered":"Introdu\u00e7\u00e3o \u00e0s redes complexas, com aplica\u00e7\u00f5es utilizando Python e IA\/LLM."},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Prof. Camilo Rodrigues Neto<br>Prof. Masayuki Oka Hase<\/p>\n\n\n\n<p>26-29 de janeiro de 2026 &#8211; 14 \u00e0s 16 h &#8211; 4 v\u00eddeos de 2 h.<\/p>\n<\/blockquote>\n\n\n\n<p>O curso online &#8220;Introdu\u00e7\u00e3o \u00e0s Redes Complexas, com aplica\u00e7\u00f5es, utilizando Python e IA\/LLM&#8221; oferece uma introdu\u00e7\u00e3o acess\u00edvel e pr\u00e1tica ao universo dos sistemas complexos e das redes que os estruturam. Os participantes ser\u00e3o apresentados a conceitos fundamentais sobre redes homog\u00eaneas e heterog\u00eaneas, com \u00eanfase em modelos cl\u00e1ssicos como Erd\u0151s-R\u00e9nyi, Watts-Strogatz e Barab\u00e1si-Albert. Al\u00e9m das exposi\u00e7\u00f5es te\u00f3ricas, o curso se destaca pelas atividades pr\u00e1ticas em Python, utilizando bibliotecas como NetworkX e Matplotlib, e pelo uso de modelos de intelig\u00eancia artificial (LLMs) para auxiliar na codifica\u00e7\u00e3o e na interpreta\u00e7\u00e3o dos resultados. As aplica\u00e7\u00f5es abrangem desde redes sociais e biol\u00f3gicas at\u00e9 sistemas tecnol\u00f3gicos e de transporte. Voltado a iniciantes e interessados em sistemas interconectados, o curso oferece uma base s\u00f3lida sem exigir formalismo matem\u00e1tico, incentivando o uso de ferramentas contempor\u00e2neas para explorar a complexidade do mundo real.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=qzgSoFtH6xs&amp;list=PLE7NJNyBGfgvitZIQMOtB8ULm2SjJqm9R&amp;index=4&amp;pp=iAQB\" target=\"_blank\" rel=\"noreferrer noopener\">Aula 1<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=kWUXR1oOhJ0&amp;list=PLE7NJNyBGfgvitZIQMOtB8ULm2SjJqm9R&amp;index=3&amp;pp=iAQB\" target=\"_blank\" rel=\"noreferrer noopener\">Aula 2<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=2YXbzoFqH-o&amp;list=PLE7NJNyBGfgvitZIQMOtB8ULm2SjJqm9R&amp;index=2&amp;pp=iAQB\" target=\"_blank\" rel=\"noreferrer noopener\">Aula 3<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=R9K7apSUM6M&amp;list=PLE7NJNyBGfgvitZIQMOtB8ULm2SjJqm9R&amp;index=1&amp;pp=iAQB\" target=\"_blank\" rel=\"noreferrer noopener\">Aula 4<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prof. Camilo Rodrigues NetoProf. Masayuki Oka Hase 26-29 de janeiro de 2026 &#8211; 14 \u00e0s 16 h &#8211; 4 v\u00eddeos de 2 h. O curso online &#8220;Introdu\u00e7\u00e3o \u00e0s Redes Complexas,&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/treinamentolivre.com\/pc\/?p=1665\">Continuar a ler&#8230;<span class=\"screen-reader-text\">Introdu\u00e7\u00e3o \u00e0s redes complexas, com aplica\u00e7\u00f5es utilizando Python e IA\/LLM.<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[59],"tags":[],"class_list":["post-1665","post","type-post","status-publish","format-standard","hentry","category-rede-complexa","excerpt"],"_links":{"self":[{"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/posts\/1665","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1665"}],"version-history":[{"count":3,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/posts\/1665\/revisions"}],"predecessor-version":[{"id":1669,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=\/wp\/v2\/posts\/1665\/revisions\/1669"}],"wp:attachment":[{"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1665"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1665"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/treinamentolivre.com\/pc\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}