This course equips you with tools to develop responsible AI systems that are fair, transparent, accountable, and beneficial to society as a whole.
Intermediate
40 Lessons
20h
Certificate of Completion
This course equips you with tools to develop responsible AI systems that are fair, transparent, accountable, and beneficial to society as a whole.
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This course includes
This course includes
Course Overview
This course offers a comprehensive exploration of the ethical considerations and best practices surrounding the development and deployment of artificial intelligence (AI) systems, all within the context of Python. In this course, you will focus on the key pillars of Responsible AI, starting with the notion of fairness. You’ll gain insight into the presence of biases across the AI life cycle and learn strategies for identifying and mitigating bias in AI solutions. The course emphasizes the significance of ...Show More
What You'll Learn
An understanding of ethical considerations in artificial intelligence development
The ability to learn how to evaluate and make responsible decisions throughout the AI life cycle
The ability to identify biases in AI solutions and implement strategies to mitigate them effectively
Familiarity with interpreting and explaining AI model decisions, enhancing transparency and accountability in AI systems
Knowledge of best practices for preserving data privacy and enhancing the security of AI solutions, mitigating risks, and safeguarding sensitive information
The ability to explore emerging technologies and methodologies in Responsible AI, such as data annotation and synthetic data generation
What You'll Learn
An understanding of ethical considerations in artificial intelligence development
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Course Content
Introduction to Responsible AI
Fairness of AI Solutions
Explainable AI
Data Privacy, Safety, and Security for Responsible AI
Innovations in Responsible AI: Charting New Frontiers
Conclusion
1 Lesson
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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