{"id":36290,"date":"2023-10-17T12:19:21","date_gmt":"2023-10-17T15:19:21","guid":{"rendered":"https:\/\/faculdadeinfnet.com.br\/?post_type=faculdade&p=36290"},"modified":"2024-03-14T16:52:33","modified_gmt":"2024-03-14T19:52:33","slug":"eia-inteligencia-artificial-e-machine-learning","status":"publish","type":"faculdade","link":"https:\/\/faculdade.infnet.site\/faculdade\/engenharia-de-dados-e-inteligencia-artificial\/eia-inteligencia-artificial-e-machine-learning\/","title":{"rendered":"Engenharia de Dados e Intelig\u00eancia Artificial : Intelig\u00eancia Artificial e Machine Learning"},"content":{"rendered":"\t\t
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Faculdade de Engenharia de Dados e Intelig\u00eancia Artificial<\/span><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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INTELIG\u00caNCIA ARTIFICIAL E MACHINE LEARNING<\/b><\/font><\/h1>\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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Entreg\u00e1vel do Bloco:<\/strong><\/td>\n<\/tr>\n
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Intelig\u00eancia Artificial: Model LifeCycle<\/strong><\/td>\n<\/tr>\n
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Explicar os conceitos b\u00e1sicos de Machine Learning<\/td>\n<\/tr>\n
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Criar modelos simples de Machine Learning<\/td>\n<\/tr>\n
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Comparar o desempenho de modelos de Machine Learning utilizando valida\u00e7\u00e3o cruzada<\/td>\n<\/tr>\n
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Avaliar modelos atrav\u00e9s de diferentes figuras de m\u00e9rito<\/td>\n<\/tr>\n
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Dados para Machine Learning: Feature Engineering<\/strong><\/td>\n<\/tr>\n
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Manipular dados num\u00e9ricos para algoritmos de Machine Learning<\/td>\n<\/tr>\n
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Manipular dados textuais para algoritmos de Machine Learning<\/td>\n<\/tr>\n
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Vetorizar dados categ\u00f3ricos para algoritmos de Machine Learning<\/td>\n<\/tr>\n
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Reduzir dimensionalidade atrav\u00e9s da an\u00e1lise de componentes principais (PCA)<\/td>\n<\/tr>\n
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Intelig\u00eancia Artificial: Classifica\u00e7\u00e3o<\/strong><\/td>\n<\/tr>\n
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Desenvolver modelos usando \u00c1rvores de Decis\u00e3o<\/td>\n<\/tr>\n
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Desenvolver modelos usando Support Vector Machine (SVM)<\/td>\n<\/tr>\n
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Desenvolver modelos usando Ensemble Learning<\/td>\n<\/tr>\n
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Desenvolver modelos melhores priorizando as features mais relevantes do problema<\/td>\n<\/tr>\n
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Intelig\u00eancia Artificial: Clusteriza\u00e7\u00e3o<\/strong><\/td>\n<\/tr>\n
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Desenvolver modelos usando K-M\u00e9dias<\/td>\n<\/tr>\n
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Desenvolver modelos usando Clusteriza\u00e7\u00e3o Hier\u00e1rquica<\/td>\n<\/tr>\n
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Desenvolver modelos usando DBScan<\/td>\n<\/tr>\n
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Desenvolver modelos para extrair t\u00f3picos de textos<\/td>\n<\/tr>\n
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Projeto de Bloco: Intelig\u00eancia Artificial e Machine Learning<\/strong><\/td>\n<\/tr>\n
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blocos<\/span> do curso<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Fundamentos do Desenvolvimento de Software<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Processamento de Dados<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Desenvolvimento Front-end com Frameworks<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Desenvolvimento Back-end<\/a><\/h3>\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
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Ci\u00eancia da Computa\u00e7\u00e3o<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Engenharia de Softwares Escal\u00e1veis<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Intelig\u00eancia Artificial e Machine Learning<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Engenharia de Dados: Big Data<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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An\u00e1lise, Qualidade e Governan\u00e7a de Dados<\/a><\/h3>\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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Voltar \u00e0 p\u00e1gina principal da gradua\u00e7\u00e3o<\/a><\/h3>\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<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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precisa de mais<\/span> informa\u00e7\u00f5es?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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