{"id":68,"date":"2026-03-31T18:56:58","date_gmt":"2026-03-31T21:56:58","guid":{"rendered":"https:\/\/docentes.ifg.edu.br\/gustavo\/?page_id=68"},"modified":"2026-04-02T08:28:46","modified_gmt":"2026-04-02T11:28:46","slug":"inteligencia-artificial-mestrado-em-ciencia-da-computacao-ufj","status":"publish","type":"page","link":"https:\/\/docentes.ifg.edu.br\/gustavo\/inteligencia-artificial-mestrado-em-ciencia-da-computacao-ufj\/","title":{"rendered":"Aprendizagem de M\u00e1quina (Mestrado em Ci\u00eancia da Computa\u00e7\u00e3o &#8211; UFJ)"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>Livros<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/drive.google.com\/file\/d\/1dMUv3eULwcee1sfIBAUdCAGd5xCzhlWW\/view?usp=drive_link\"><img loading=\"lazy\" decoding=\"async\" width=\"780\" height=\"1024\" src=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-780x1024.jpg\" alt=\"\" class=\"wp-image-160\" style=\"width:120px;height:auto\" srcset=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-780x1024.jpg 780w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-229x300.jpg 229w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-768x1008.jpg 768w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-1171x1536.jpg 1171w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2-1561x2048.jpg 1561w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Python_for_Data_Analysis-2.jpg 1951w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/a><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/drive.google.com\/file\/d\/1uV5ii0fBj4gr1xn59XQNDaIoj-AL3ZVM\/view?usp=sharing\"><img loading=\"lazy\" decoding=\"async\" width=\"717\" height=\"1024\" src=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Machine_Learning_Mastery-1-717x1024.jpg\" alt=\"\" class=\"wp-image-161\" style=\"width:106px;height:auto\" srcset=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Machine_Learning_Mastery-1-717x1024.jpg 717w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Machine_Learning_Mastery-1-210x300.jpg 210w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Machine_Learning_Mastery-1-768x1097.jpg 768w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Machine_Learning_Mastery-1.jpg 1000w\" sizes=\"(max-width: 717px) 100vw, 717px\" \/><\/a><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/drive.google.com\/file\/d\/1gpRGhs1M-_EHlRYLhyeC6VbNU-L9-ZIT\/view?usp=drive_link\"><img loading=\"lazy\" decoding=\"async\" width=\"762\" height=\"1000\" src=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Feature_Engineering_for_ML-2.jpg\" alt=\"\" class=\"wp-image-162\" style=\"width:120px;height:auto\" srcset=\"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Feature_Engineering_for_ML-2.jpg 762w, https:\/\/docentes.ifg.edu.br\/gustavo\/wp-content\/uploads\/sites\/12\/2026\/04\/Feature_Engineering_for_ML-2-229x300.jpg 229w\" sizes=\"(max-width: 762px) 100vw, 762px\" \/><\/a><\/figure><\/div><\/div>\n<\/div>\n\n\n\n<p>\u00a0<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/drive.google.com\/drive\/folders\/1T7rqCP_5O_iB6gVEeKAmyhdJnyG3cEj_?usp=drive_link\">Acesso \u00e0 lista completa de e-books<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>C\u00f3digos Notebook<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/colab.research.google.com\/drive\/1l43VfqNQZpe-cGaIFRWN_xLoGqVLw5If?usp=sharing\">Visualiza\u00e7\u00e3o de um processo de An\u00e1lise Explorat\u00f3ria de Dados<\/a>\n<ul class=\"wp-block-list\">\n<li>Dataset (<a href=\"https:\/\/drive.google.com\/file\/d\/1sjAXw4v3D-TFxtse7bGspBW-gLgrym17\/view?usp=sharing\">Brazil_cities.csv<\/a>)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"https:\/\/drive.google.com\/file\/d\/1XtNgzbCqHwTDWoVEdGPHNhmSGsdZ2Nq4\/view?usp=sharing\">Titanic<\/a>\n<ul class=\"wp-block-list\">\n<li>Training Dataset (<a href=\"https:\/\/drive.google.com\/file\/d\/1RzTylBQA7XOxhogM4iovdCH-nd52YyaO\/view?usp=sharing\">Titanic_train.csv<\/a>)<\/li>\n\n\n\n<li>Test Dataset (<a href=\"https:\/\/drive.google.com\/file\/d\/15UkHG3y9wc_k9YAraGPlGGHvvoz3Lmdi\/view?usp=sharing\">Titanic_test.csv<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exerc\u00edcios:<\/strong><\/h3>\n\n\n\n<p><strong>Exerc\u00edcio 01<\/strong>: An\u00e1lise Explorat\u00f3ria de Dados (<a href=\"https:\/\/drive.google.com\/file\/d\/1kgxDkVZVWiIIQH1kO0uKRRiq1TP-oAUn\/view?usp=sharing\">enunciado<\/a>)<\/p>\n<ul>\n<li>Dataset para treinamento (<a href=\"https:\/\/drive.google.com\/file\/d\/1PYIbi-cgCiFrUkMu0RV2MxQ5FvwQWSfm\/view?usp=drive_link\">application_train.csv.zip<\/a>)<\/li>\n<li>Dataset para teste (<a href=\"https:\/\/drive.google.com\/file\/d\/1ll3aJZYGmOQBer62976swAFNVqIOZfQ9\/view?usp=drive_link\">application_test.csv.zip<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Livros \u00a0 Acesso \u00e0 lista completa de e-books C\u00f3digos Notebook Exerc\u00edcios: Exerc\u00edcio 01: An\u00e1lise Explorat\u00f3ria de Dados (enunciado) Dataset para treinamento (application_train.csv.zip) Dataset para teste (application_test.csv.zip)<\/p>\n","protected":false},"author":19,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-68","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/pages\/68"}],"collection":[{"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/comments?post=68"}],"version-history":[{"count":35,"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/pages\/68\/revisions"}],"predecessor-version":[{"id":200,"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/pages\/68\/revisions\/200"}],"wp:attachment":[{"href":"https:\/\/docentes.ifg.edu.br\/gustavo\/wp-json\/wp\/v2\/media?parent=68"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}