AI & Machine Learning
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AI innovation is accelerating. Get the skills you need to stay ahead.
AI is changing how we live, work, and learn more quickly than ever—and we’ve only reached the beginning of where this transformative technology can take us. As AI reshapes the future of organizations and academic institutions, a highly skilled technical workforce is more crucial than ever to successfully implement AI and keep up with the pace of innovation.
From AI ethics to machine learning fundamentals, explore learning resources to power your career.
COURSE SERIES
Gain a clear, practical understanding of how LLMs are built and learn how modern models are developed, optimized, and deployed for real‑world applications.
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Course Series
Artificial Intelligence and Ethics in Design
This course series examines the rapidly evolving ethics of artificial intelligence, drawing on insights from over 100 global experts within the IEEE Global Initiative to help learners gain a practical foundation for responsible AI design, values‑driven innovation, ethical nudging, and data protection in modern AI systems.
Individual Course
Ensuring Data Protection and Data Safety
Learn the EU data protection framework, the importance of data protection, why individuals need access to their data to evolve AI innovation, and why an AI agent is needed for data protection.
Individual Course
Responsible Innovation in the Age of Artificial Intelligence
This course focuses on how traditional philosophical models like utilitarianism, virtue ethics and other key modalities of applied ethics have evolved to embrace specifics of algorithmic tracking and intelligence augmentation of Artificial Intelligence (AI).
Individual Course
The Economic Advantage of Ethical Design For Business
The rapid growth of autonomous and intelligent technology is affecting large portions of society in multiple verticals all at the same time. AI/S technology cannot be built in isolation, and to get a full sense of ethical and policy impacts of this technology it’s essential to understand the larger context of its implementation to best increase societal wellbeing while building your business.
Individual Course
The Nature of Nudging
“Nudging” refers to the ability of systems or robots (embodied AI) to overtly influence human users with or without their direct consent. When used by permission and with awareness around a robot or system’s desired goals, nudging can greatly improve user’s lives for anything from dieting to depression. However, when nudging is covert and utilized in aggressive advertising algorithms to incentivize purchase or influence behavior that may not be desired by users or their loved ones nudging poses an ethical threat and negative business implications.
Individual Course
Values by Design in the Algorithmic Era
This introduction to applied ethics in systems design provides a sense of how technologists and businesses can evolve their thinking about manufacturing AI or AS products in the algorithmic era. Presents methods for identifying, analyzing, and operationalizing moral, societal and legal values in the context of AI projects, in explicit and verifiable ways to enable inspection and stakeholder participation.
The demand for skilled technical professionals is growing quickly. Stay ahead of the curve with IEEE technical education courses, resources and programs designed for individuals and organizations alike.
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