When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

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This course is currently available only to learners who have paid or received financial aid, when available.

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Responsible AI for Developers: Fairness & Bias - Português

Responsible AI for Developers: Fairness & Bias - Português

Instructor: Google Cloud Training

Included with

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5 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

4 hours to complete

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

4 hours to complete

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

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

2 assignments

Taught in Portuguese (Brazil)

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 5 modules in this course

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.

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

9 videos Total 42 minutes

Visão geral da imparcialidade e do viés 8 minutes
Identificar o viés: ferramenta TensorFlow Data Validation (TFDV) 5 minutes
Identificar o viés: ferramenta What-If 4 minutes
Identificar o viés: ferramenta TensorFlow Model Analysis (TFMA) 2 minutes
Reduzir o viés: intervenção de dados 7 minutes
Reduzir o viés: calibragem de limites 5 minutes
Reduzir o viés: remediação de modelos 5 minutes
Laboratório: Reduzir o viés com o MinDiff no TensorFlow 1 minute
Coursera: Guia inicial do Google Cloud Platform e do Qwiklabs 5 minutes

1 assignment Total 6 minutes

Teste 6 minutes

1 app item Total 90 minutes

Laboratório: Reduzir o viés com o MinDiff no TensorFlow 90 minutes

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

Google Cloud Training

Google Cloud

2,103 Courses 3,988,598 learners

Offered by

Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.