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alura-formacao-machine-learning

FormaĆ§Ć£o de Machine Learning da Alura

Data Science e Machine Learning sĆ£o conteĆŗdos interessantes e incrivelmente Ćŗteis. Resolvi fazer a formaĆ§Ć£o da Alura e ir atualizando aqui...

Primeiros passos

āœ… Machine Learning: IntroduĆ§Ć£o a classificaĆ§Ć£o com SKLearn
Ā  ā†³ āœ… Python para Data Science: FunƧƵes, Pacotes e Pandas bĆ”sico
Ā  Ā  Ā  Ā ā†³ āœ… Python para Data Science: IntroduĆ§Ć£o Ć  linguagem e Numpy
āœ… Nerdologia Tech: Como ensinar uma mĆ”quina a aprender
Ā  ā†³ āœ… Machine Learning: IntroduĆ§Ć£o a algoritmos nĆ£o supervisionados


ClassificaĆ§Ć£o e Processamento de Linguagem Natural (pulado)

ā© Linguagem Natural parte 1: IntroduĆ§Ć£o a NLP com anĆ”lise de sentimento
ā© Linguagem Natural parte 2: Continuando com a anĆ”lise de sentimento
ā© Chatbots e jornada do usuĆ”rio


Algoritmos de recomendaĆ§Ć£o e o Deep learning

āŗļø Deep Learning parte 1: IntroduĆ§Ć£o com Keras
Ā  ā†³ āŗļø Machine Learning: ClassificaĆ§Ć£o por trĆ”s dos panos (em andamento)
šŸŸ¦ Machine Learning: Intro a sistemas de recomendaĆ§Ć£o em Python


ValidaĆ§Ć£o e otimizaĆ§Ć£o

šŸŸ¦ Machine Learning: ValidaĆ§Ć£o de modelos
šŸŸ¦ Machine Learning parte 1: OtimizaĆ§Ć£o de modelos atravĆ©s de hiperparĆ¢metros
šŸŸ¦ Machine Learning parte 2: OtimizaĆ§Ć£o com exploraĆ§Ć£o aleatĆ³ria

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