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  • Engenharia de Software para Ciência de Dados

    Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python

    Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de ... Leer más

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  • Introdução à Estatística para Ciência de Dados

    Da exploração dos dados à experimentação contínua com exemplos de código em Python e R

    Em um mundo cada vez mais data-driven, a capacidade de entender e aplicar conceitos de Estatística na Ciência de Dados se torna cada vez mais essencial para tomadas de decisões estratégicas que podem ter impactos cruciais no negócio. Profissionais da área estão aprofundando seus conhecimentos em estatística aplicada, a fim de desenvolver um conjunto de competências e ferramentas para abordar com ... Leer más

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  • Handbook on Teaching Empirical Software Engineering

    Series series Education (R0)
    This handbook exploits the profound experience and expertise of well-established scholars in the empirical software engineering community to provide guidance and support in teaching various research methods and fundamental concepts. A particular focus is thus on combining research methods and their epistemological settings and terminology with didactics and pedagogy for the subject. The book ... Leer más

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  • Product-Focused Software Process Improvement

    18th International Conference, PROFES 2017, Innsbruck, Austria, November 29–December 1, 2017, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 18th International Conference on Product-Focused Software Process Improvement, PROFES 2017, held in Innsbruck, Austria, in November/December 2017.The 17 revised full papers presented together with 10 short papers, 21 workshop papers. 3 posters and tool demonstrations papers, and 4 tutorials were carefully reviewed and selected from 72 ... Leer más

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  • The Cambridge Handbook of Computing Education Research

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    This Handbook describes the extent and shape of computing education research today. Over fifty leading researchers from academia and industry (including Google and Microsoft) have contributed chapters that together define and expand the evidence base. The foundational chapters set the field in context, articulate expertise from key disciplines, and form a practical guide for new researchers. They ... Leer más

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