AI & Machine Learning

Upskill for

the age of

intelligent automation

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Overview

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.

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COURSE SERIES

Large Language Models Demystified

Gain a clear, practical understanding of how LLMs are built and learn how modern models are developed, optimized, and deployed for real‑world applications.

  • 0.5 CEU / 5 PDH credits
  • Launched 2026
  • 5 courses
  • 5 hours
Catalog

AI & Machine Learning Catalog

Individual Course

Semiconductor Manufacturing: Responsible AI Deployment

Explore how advanced AI is transforming semiconductor manufacturing through enhanced performance, ethical integration, and real-world applications.

  • 0.1 CEU/ 1 PDH credits
  • Launched 2025
  • 1 hour

Course Series

Artificial Intelligence and Machine Learning in Chip Design

Explore innovative AI/ML applications in EDA, enhancing speed, efficiency & cost while preparing for the future of semiconductor innovation.

  • 0.4 CEU / 4 PDH credits
  • Launched 2024
  • 2 courses
  • 4 hours

Individual Course

Edge AI and Nanotechnology: Advancing Semiconductor Innovations

Explore the complex realm of nonvolatile memory in semiconductor designs tailored for AI applications and gain a sophisticated understanding of how these innovations optimize performance.

  • 0.1 CEU / 1 PDH credits
  • Launched 2024
  • 1 hour

Individual Course

Edge AI and Nanotechnology: Bridging Theory and Practice

This course provides a foundational view of Edge AI and nanotechnology convergence, bridging the gap between theoretical concepts and real-world applications for essential skill-building.

  • 0.1 CEU / 1 PDH credits
  • Launched 2024
  • 1 hour

Individual Course

Edge AI and Nanotechnology: Leading the Future of Computing

This course introduces the concept of rebooting computing, unveils the ideas and principles behind nanomagnetic logic, and provides an understanding of the benefits and limitations of this technology.

  • 0.1 CEU / 1 PDH credits
  • Launched 2024
  • 1 hour

Individual Course

Edge AI and Nanotechnology: Scaling Systems for Future Advancement

Gain a deeper understanding of edge AI nanoinformatics and learn valuable techniques for developing efficient systems and anticipating future advancements through hands-on tasks.

  • 0.1 CEU / 1 PDH credits
  • Launched 2024
  • 1 hour
Professional Development

Invest in your professional growth

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.