Neste curso, apresentamos conceitos de IA responsável e princípios de IA. Ele contém técnicas para identificar e reduzir o viés e aplicar a imparcialidade nas práticas de ML/IA. Vamos abordar ferramentas e métodos práticos para implementar as práticas recomendadas de IA responsável usando produtos do Google Cloud e ferramentas de código aberto.
Responsible AI for Developers: Fairness & Bias - Português
Responsible AI for Developers: Fairness & Bias - Português
Instructor: Google Cloud Training
Access provided by Coursera Learning Team
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
What you'll learn
Definir o que é a IA responsável
Identificar os princípios de IA do Google
Descrever o que significa viés e imparcialidade de IA
Explicar como identificar e reduzir o viés usando dados e modelagem
Details to know
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Assessments
2 assignments
Taught in Portuguese (Brazil)
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There are 5 modules in this course
Neste módulo, você vai conhecer a estrutura e os objetivos do curso.
What's included
1 video
Neste módulo, teremos uma visão geral da IA responsável e vamos abordar os subtópicos desse tema e os princípios de IA do Google. Também veremos casos de estudo reais da IA responsável nos produtos do Google.
What's included
4 videos1 assignment
Neste módulo, vamos nos concentrar na imparcialidade e no viés da IA. Abordaremos várias técnicas e ferramentas para identificar e reduzir o viés usando dados e modelagem.
What's included
9 videos1 assignment1 app item
Neste módulo, fornecemos um resumo de todo o curso abordando os conceitos, as ferramentas e as tecnologias mais importantes.
What's included
1 video1 reading
Links para todos os módulos no PDF do estudante
What's included
4 readings
Instructor
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