{"id":6982,"date":"2024-02-29T14:18:34","date_gmt":"2024-02-29T17:18:34","guid":{"rendered":"https:\/\/cipead.ufpr.br\/?page_id=6982"},"modified":"2024-08-28T15:38:50","modified_gmt":"2024-08-28T18:38:50","slug":"inteligencia-artificial","status":"publish","type":"page","link":"https:\/\/cipead.ufpr.br\/index.php\/inteligencia-artificial\/","title":{"rendered":"INTELIG\u00caNCIA ARTIFICIAL 2024.2"},"content":{"rendered":"\t\t
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Disciplina Transversal<\/span><\/span><\/td>\n Intelig\u00eancia Artificial Aplicada<\/span><\/td>\n<\/tr>\n
Sigla no SIGA<\/span><\/span><\/td>\n\n
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GRADTR004<\/span><\/p>\n

Departamento: Pr\u00f3-Reitoria de Gradua\u00e7\u00e3o e Educa\u00e7\u00e3o Profissional<\/strong><\/span><\/div>\n<\/div>\n<\/td>\n<\/tr>\n
Oferta<\/span><\/span><\/td>\n2.\u00ba semestre de 2024<\/span><\/td>\n<\/tr>\n
Dia da semana<\/span><\/span><\/td>\nTer\u00e7a-feira<\/span><\/td>\n<\/tr>\n
Hor\u00e1rio<\/span><\/span><\/td>\nDas 15h \u00e0s 17h<\/span><\/span><\/td>\n<\/tr>\n
Local de acesso<\/span><\/span><\/td>\nAs aulas devem ser acompanhadas ao vivo pelo YouTube (o link ser\u00e1 fornecido semanalmente na UFPR Virtual)<\/span><\/td>\n<\/tr>\n
Matr\u00edculas<\/b><\/span><\/td>\n\n

09\/09\/2024 e 10\/09\/2024<\/span><\/span><\/p>\n

Alunos UFPR<\/span>: As inscri\u00e7\u00f5es devem ser realizadas via portal do aluno no SIGA<\/span><\/p>\n<\/td>\n<\/tr>\n

In\u00edcio das aulas<\/span><\/span><\/td>\n24\/09\/2024<\/span><\/span><\/td>\n<\/tr>\n
Previs\u00e3o de fim das aulas<\/span><\/span><\/td>\n03\/12\/2024<\/span><\/span><\/td>\n<\/tr>\n
Total de encontros previstos<\/span><\/span><\/td>\n10 encontros s\u00edncronos<\/b><\/span><\/td>\n<\/tr>\n
Carga hor\u00e1ria \/ cr\u00e9ditos<\/span><\/span><\/td>\n30 horas<\/span><\/span><\/td>\n<\/tr>\n
Vagas UFPR:<\/span><\/span><\/td>\n600 vagas<\/span><\/span><\/td>\n<\/tr>\n
Professor respons\u00e1vel<\/span><\/span><\/td>\nProf. Dr.\u00ba Luis Henrique Assump\u00e7\u00e3o Lolis e
Prof. Dr.\u00ba Dieval Guizelini<\/span><\/td>\n<\/tr>\n
E-mail:
<\/span><\/span><\/td>\n		\n
transversaisgraduacao@ufpr.br<\/span><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n


Requisitos:<\/span><\/span><\/span><\/p>\n

Ser aluno de gradua\u00e7\u00e3o da UFPR, exceto de Medicina e Odontologia.<\/span><\/p>\n

 <\/span><\/p>\n

Ementa:<\/span><\/span><\/p>\n

Introdu\u00e7\u00e3o \u00e0 Intelig\u00eancia Artificial, aprendizado de m\u00e1quinas e reconhecimento de padr\u00f5es, extra\u00e7\u00e3o de caracter\u00edsticas, redes neurais, conjuntos difusos (l\u00f3gica nebulosa), algoritmos gen\u00e9ticos e as t\u00e9cnicas atuais.<\/span><\/span><\/p>\n

Programa:<\/span>
<\/span><\/span><\/p>\n

Conceitos, defini\u00e7\u00f5es e breve hist\u00f3rico, as principais linhas da Intelig\u00eancia Artificial.<\/span>
– Reconhecimento de Padr\u00f5es<\/span>
– Extra\u00e7\u00e3o de caracter\u00edsticas<\/span>
– Aprendizado de M\u00e1quinas \u2013 supervisionados<\/span>
– Aprendizado de M\u00e1quinas \u2013 aprendizado por refor\u00e7o<\/span>
– Aplica\u00e7\u00f5es: IA no setor el\u00e9trico, vis\u00e3o computacional, e rob\u00f3tica<\/span>
– Algoritmos gen\u00e9ticos<\/span>
– IA Generativa. Aplica\u00e7\u00f5es: Texto (ChatGPT\/Gemini)<\/span><\/p>\n

Refer\u00eancias bibliogr\u00e1ficas:<\/span><\/span><\/p>\n

 <\/div>\n
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RUSSELL, Stuart, NORVIG, Peter. Intelig\u00eancia Artificial Tradu\u00e7\u00e3o da 2a. edi\u00e7\u00e3o; CAMPUS Elsevier, <\/span>2004.<\/span><\/p>\n


LUGER, George F. Intelig\u00eancia artificial: estruturas e estrat\u00e9gias para a resolu\u00e7\u00e3o de <\/span>problemas complexos; tradu\u00e7\u00e3o Paulo Martins Engel. 4a edi\u00e7\u00e3o. Porto Alegre: Bookman, <\/span>2004.<\/span>

BITTENCOURT, Guilherme. Intelig\u00eancia artificial: ferramentas e teorias. 3. ed. rev. <\/span>Florian\u00f3polis, SC: Ed. da UFSC, 2006.<\/span>

HARRISON, Matt. Machine Learning Guia de Refer\u00eancia R\u00e1pida: Trabalhando com Dados <\/span>Estruturados em Python; S\u00e3o Paulo: Novatec, 2019.<\/span>

DOMINGOS, Pedro. O Algoritmo Mestre: como a busca pelo algoritmo de machine learning <\/span>definitivo recriar\u00e1 nosso mundo. Novatec. 2017<\/span>

GABRIEL, Martha. Intelig\u00eancia Artificial do Zero ao Metaverso. Atlas, 2022<\/span><\/p>\n

 <\/span><\/p>\n

  <\/span><\/p>\n<\/div>\n

CRONOGRAMA DE AULAS<\/span><\/span><\/p>\n

 <\/span><\/span><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Aula<\/span><\/span><\/td>\nData<\/span><\/span><\/td>\nTema<\/span><\/span><\/td>\nDocente<\/span><\/span><\/td>\n<\/tr>\n
1<\/span><\/td>\n23\/09<\/b><\/span><\/td>\nIntrodu\u00e7\u00e3o a Intelig\u00eancia Artificial: Conceitos, defini\u00e7\u00f5es e breve hist\u00f3rico; as principais linhas da Intelig\u00eancia Artificial e Compara\u00e7\u00e3o com programa\u00e7\u00e3o convencional.<\/span><\/span><\/td>\nProf. Dr.\u00ba Leandro Coelho<\/span><\/span><\/td>\n<\/tr>\n
2<\/span><\/td>\n01\/10<\/b><\/span><\/td>\n  Extra\u00e7\u00e3o de Caracter\u00edsticas<\/span><\/span><\/td>\nProf. Dr.\u00ba Eliton Fontana<\/span><\/span><\/td>\n<\/tr>\n
3<\/span><\/td>\n08\/10<\/span><\/span><\/td>\n\n

Reconhecimento de Padr\u00f5es<\/span><\/p>\n<\/td>\n

Prof. Dr.\u00ba Luis Henrique Assump\u00e7\u00e3o Lolis <\/span><\/span><\/td>\n<\/tr>\n
4<\/span><\/td>\n15\/10<\/b><\/span><\/td>\nAprendizado de M\u00e1quinas \u2013 supervisionados redes<\/span>
semi-supervisionados e outros.<\/span><\/td>\n		Prof. Dr.\u00ba Luis Henrique Assump\u00e7\u00e3o Lolis<\/span><\/td>\n<\/tr>\n
5<\/span><\/td>\n22\/10<\/span><\/span><\/td>\nAlgoritmos Gen\u00e9ticos e l\u00f3gica Fuzzy<\/span><\/td>\nProf. Dr.\u00ba Alexandre Rasi Aoki <\/span><\/span><\/td>\n<\/tr>\n
6<\/span><\/td>\n29\/10<\/span><\/span><\/td>\nAplica\u00e7\u00f5es de I.A. no Setor El\u00e9trico.<\/span><\/td>\nProf. Dr.\u00ba Alexandre Rasi Aoki <\/span><\/span><\/td>\n<\/tr>\n
7<\/span><\/td>\n05\/11<\/span><\/span><\/td>\nAplica\u00e7\u00e3o: Vis\u00e3o computacional e IA, tecnologias e <\/span>conceitos. (CNN + aprendizado supervisionado)<\/span><\/td>\nProf. Dr.\u00ba Luis Henrique Assump\u00e7\u00e3o Lolis<\/span><\/td>\n<\/tr>\n
8<\/span><\/td>\n12\/11<\/span><\/span><\/td>\nAplica\u00e7\u00e3o de IA na rob\u00f3tica. Aprendizado por refor\u00e7o<\/span><\/td>\nProf. Dr.\u00ba Ricardo
Schumacher<\/span><\/span><\/td>\n<\/tr>\n
9<\/span><\/td>\n19\/11<\/span><\/span><\/td>\nIA Generativa: Aplica\u00e7\u00f5es de IA Generativa – texto<\/span>
(baseado em ChatGPT\/Gemini)<\/span><\/td>\n		Prof. Dr.\u00ba Dieval Guizelini<\/span><\/td>\n<\/tr>\n
10<\/span><\/td>\n26\/11<\/span><\/span><\/td>\nAplica\u00e7\u00e3o: IAs acad\u00eamicas para revis\u00e3o de <\/span>literatura, leitura e fichamento de textos <\/span>(Consensus, ResearchRabbit, Inciteful, Litmaps, <\/span>hatPDF, Elicit, Humata, SciSpace).<\/span><\/span><\/td>\nProf. Dr.\u00ba Rafael<\/span>
Cardoso<\/span>
Sampaio<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Observa\u00e7\u00e3o: O cronograma ao longo disciplina pode sofrer altera\u00e7\u00f5es a serem comunicadas na UFPR Virtual.5<\/span><\/span><\/p>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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CIPEAD – Coordenadoria de Integra\u00e7\u00e3o de Pol\u00edticas de Educa\u00e7\u00e3o a Dist\u00e2ncia da Universidade Federal do Paran\u00e1
Pra\u00e7a Santos Andrade, 50 | Centro | CEP: 80.020-300 | Curitiba\/PR
Contato (Teams ou e-mail):\u00a0 cipead@ufpr.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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