Engineering Innovations: What Role Does Data Science Play in Advancing AI Technology?

Decoding AI: Enhancing Efficiency and Reliability in Machine Learning with Dr. Jing GaoIn this episode of Engineering Innovations, hosted by Kristin Malavenda of Purdue University's Elmore Family School of Electrical and Computer Engineering, we interview Dr. Jing Gao, an Associate Professor renowned for her pioneering work in data science. Dr. Gao shares insights on improving the reliability and efficiency of AI models, which are crucial for everything from medical diagnoses to everyday applications like smartphone AI. She discusses her groundbreaking research on data poisoning attacks and the development of innovative tools like the Interpretation Manipulation Framework and Light Token. The conversation also delves into the importance of mentorship in academia and the interdisciplinary nature of data science research.Purdue ECE: http://engineering.purdue.edu/ECE Facebook: http://facebook.com/purdueece X: https://twitter.com/PurdueECE @PurdueECE Instagram: https://instagram.com/purdue.ece LinkedIn: https://www.linkedin.com/company/purdue-ecePurdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranked among the best in the country.

Om Podcasten

"Engineering Innovations," the official podcast of Purdue University’s Elmore Family School of Electrical and Computer Engineering, lives at the intersection of where the physical meets the virtual.In each episode, we sit down with our faculty members who are persistently pursuing their next giant leap. Explore the fascinating world of their cutting-edge research, unravel the mysteries of advanced technologies, and gain insight into the transformative projects that are revolutionizing the field.Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.