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Individual Course
AI for Power & Energy Systems: Applications, Challenges, and Opportunities
Explore how CNNs and AI solve real power system challenges, from power flow to model‑free reinforcement learning, while gaining practical insight into security, transfer gap, and real‑world applications in modern energy systems.
Individual Course
AI for Power & Energy Systems: Computation Acceleration in Modeling and Control
Learn how AI accelerates power system optimization and control as you explore deep learning, reinforcement learning, and real‑world applications that simplify computation and strengthen modern grid performance.
Individual Course
AI for Power & Energy Systems: Forecasting, Awareness, and Data Augmentation
Learn how AI enhances energy forecasting, system awareness, and data augmentation as you explore real‑world utility applications and generative techniques that strengthen planning and operations across modern power systems.
Individual Course
AI for Power & Energy Systems: Generative AI and Large Language Models
Explore how GenAI and LLMs can process information to enhance power system analysis, decision-making, operation, and control.
Individual Course
AI for Power & Energy Systems: Physics-Informed, Explainable, and Safe AI Solutions
In this course developed in partnership with IEEE Power and Energy Society, we will discuss some latest AI technologies including physics-informed neural networks, safe learning, explainable AI, and their applications in the Power and Energy Systems scope.
Course Series
Artificial Intelligence for Power and Energy Systems
Gain the knowledge and skills to leverage AI in driving operational excellence and delivering strategic insights in the Power and Energy community.
Course Series
Generative AI Communication for Technical Professionals
This three-hour live virtual training introduces practical, human-centered strategies for using generative AI responsibly in engineering contexts, focusing on audience-aware prompting, technical summarization, and responsible collaboration.
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.
Individual Course
Large Language Models: Architecture Analysis and Implementation
Learn how today’s top LLMs are built and trained. This course unpacks LLaMA 3.2’s breakthrough architecture and guides you through implementing it to generate real text.
Individual Course
Large Language Models: Optimization, Alignment, and Deployment
Optimize and deploy advanced LLMs with confidence. This course covers cutting‑edge performance techniques, alignment methods, and modern deployment strategies for real‑world AI applications.
Individual Course
Large Language Models: Training the Model with PyTorch
Train state‑of‑the‑art LLMs with modern techniques. This course builds a full PyTorch fine‑tuning pipeline for LLaMA 3.2, featuring LoRA, quantization, and hands‑on model training.
Course Series
AI Applications in Semiconductor Packaging
Explore how AI is reshaping semiconductor packaging reliability in this two-hour recorded training.
