RiseUpp Logo
Educator Logo

Responsible AI Practices

Learn responsible AI principles, challenges, and practices. Explore AWS tools for ethical AI development and human-centered design.

Learn responsible AI principles, challenges, and practices. Explore AWS tools for ethical AI development and human-centered design.

This course introduces responsible artificial intelligence (AI) practices, focusing on the definition, challenges, and core dimensions of responsible AI. Students will learn about AWS services and tools that support responsible AI development, including considerations for model selection and data preparation. The course also covers the importance of model transparency and explainability, discussing tradeoffs between safety and transparency. Additionally, it introduces principles of human-centered design for explainable AI. Through this comprehensive overview, learners will gain insights into developing AI systems that are ethical, transparent, and aligned with responsible AI principles.

Instructors:

English

Powered by

Provider Logo
Responsible AI Practices

This course includes

1 Hour

Of Self-paced video lessons

Beginner Level

Free

What you'll learn

  • Define responsible AI and understand its core dimensions

  • Identify challenges that responsible AI aims to address

  • Explore AWS services and tools for implementing responsible AI practices

  • Understand considerations for model selection in responsible AI systems

  • Learn about data preparation techniques for ethical AI development

  • Grasp the concept of model transparency and explainability in AI

Skills you'll gain

responsible AI
ethical AI
AI transparency
explainable AI
AWS services
model selection
data preparation
human-centered design

This course includes:

PreRecorded video

1 assignment

Access on Mobile, Tablet, Desktop

FullTime access

Closed caption

Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

icon-0icon-1icon-2icon-3icon-4

There is 1 module in this course

This course provides a comprehensive introduction to responsible AI practices, covering three main areas: foundations of responsible AI, developing responsible AI systems, and model transparency and explainability. Students will learn to define responsible AI, understand its challenges, and explore its core dimensions. The course also covers AWS services and tools for implementing responsible AI practices, including considerations for model selection and data preparation. Finally, it delves into the concepts of model transparency and explainability, discussing the balance between safety and transparency, and introducing human-centered design principles for explainable AI. This course equips learners with the knowledge to develop AI systems that are ethical, transparent, and aligned with responsible AI principles.

Responsible AI Practices

Module 1 · 1 Hours to complete

Fee Structure

Payment options

Financial Aid

Instructor

AWS Instructor
AWS Instructor

18,469 Students

130 Courses

Amazon Web Services

AWS is on a mission to accelerate the digital transformation of education in partnership with the full education community, including learners, educators, administrators, and researchers.

Responsible AI Practices

This course includes

1 Hour

Of Self-paced video lessons

Beginner Level

Free

Testimonials

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.