Data Science in semiconductor memory manufacturing
This presentation explores how data science drives innovation in semiconductor memory manufacturing. It highlights sources of manufacturing data, advanced analytics—including machine learning and statistical modeling—and real-world case studies for yield and quality improvement. Educators and students will discover how expertise in areas like domain knowledge, machine learning, data engineering, and UI design contribute to effective team dynamics and problem-solving in the industry.