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Os fundamentos da aprendizagem automática
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ISBN10: 6206187934
ISBN13: 9786206187936
Publisher: Edicoes Nosso Conhecimento
Published: Jun 28 2023
Pages: 164
Weight: 0.55
Height: 0.38 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786206187936
Publisher: Edicoes Nosso Conhecimento
Published: Jun 28 2023
Pages: 164
Weight: 0.55
Height: 0.38 Width: 6.00 Depth: 9.00
Language: Portuguese
O livro The Fundamentals of Machine Learning foi concebido para ser acessÃvel a leitores com conhecimentos básicos de matemática e programação. Começamos com uma introdução aos conceitos-chave, explorando os diferentes tipos de algoritmos de aprendizagem automática e as suas aplicações. A partir daÃ, aprofundamos os blocos de construção essenciais, incluindo o pré-processamento de dados, a engenharia de caracterÃsticas, a seleção de modelos e a avaliação. Também abordamos tópicos importantes, como sobreajuste, regularização e validação cruzada, para o ajudar a desenvolver modelos com boa generalização.É importante notar que a aprendizagem automática é um campo em rápida evolução, com novos algoritmos, técnicas e aplicações a surgirem regularmente. Embora este livro forneça uma base sólida, é sempre aconselhável explorar a investigação e os desenvolvimentos mais recentes para além do seu âmbito. O domÃnio da aprendizagem automática oferece infinitas possibilidades de inovação e esperamos que este livro o inspire a explorar mais e a contribuir para o seu crescimento.
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