IT & ServicesNCrF 0.0

Applied Ethics for AI

The course introduces some guiding principles of ethics for the application of AI in a responsible manner.

Offered by Intel64 hrsEnglish, HindiMultiple instructors with PG/ PhD experience in AI, Data Science, ML

Learning outcomes

Describe the role of responsible use of technology, such as AI, in bringing the greater good to society

Examine the role of ethics in building responsible AI solutions

Distinguish and describe different principles of Ethical AI. These principles include but are not limited to human-centered AI, ensuring transparency, fairness, autonomy, beneficence, non–maleficence, privacy, etc.

Examine common ethical pitfalls of AI (such as bias, unintended consequences, non-compliance, privacy violations, etc.) and explore ways to avoid them

Be able to take an ethics-first approach to development using the AI project cycle

Review and examine different approaches (such as rule-based, top-down, bottom-up, etc.) for designing ethical AI

Describe what ethical frameworks are and review how to use relevant frameworks for analyzing ethical dilemmas

Apply different ethical frameworks such as bioethics, Kantian ethics, virtue-based ethics, and utilitarianism for analyzing and resolving various ethical dilemmas

Assess the impact of AI solutions and their various ethical implications and develop plans to mitigate unintended consequences

Identify the importance of interpretability in AI models and its potential impact on decision-making and trust

Identify the potential risks and consequences of data breaches and privacy violations

Formulate a plan for ensuring the ethical use of AI post-deployment of a proposed solution

Establish a code of AI ethics for individuals and organizations

Analyze, evaluate, and critique current AI ethics codes

More details

The course introduces some guiding principles of ethics for the application of AI in a responsible manner.

Different approaches for designing ethical AI and examining common ethical pitfalls are discussed.

Students get a chance to explore different ethical frameworks, which will help them navigate the pitfalls of unethical uses of AI and help evaluate the impact of unintended consequences of non-responsible use of AI.

Session timing: Monday to Friday (04:00 PM - 06:00 PM)

Assessment & certification

Assessment feeIncluded — no extra fee

ModeOnline

TypeMCQ

Assessment providerIntel

Certificate providerSWAYAM Plus and Intel

Intended audience

Prerequisites

Students enrolled in a higher education institute with basic digital literacy

Level

Certification

Skills you'll gain

Responsibly using technologySound AI solutionsIdentifying and mitigating ethical pitfallsApplying various ethical frameworksConducting impact assessmentsEnsuring post-deployment ethical practices

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