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

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

Decoding AI: Enhancing Efficiency and Reliability in Machine Learning with Dr. Jing Gao

In 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

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Purdue 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.

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How to Stop Software Disasters Before They Start

How to Stop Software Disasters Before They Start

How to Stop Software Disasters Before They Start: Purdue PhD Paschal Amusuo on Formal Verification, Unit Proofing & Zero Trust In this episode of Engineering Innovations from Purdue ECE, host Kristin ...

17 Kesä 36min

Can AI think like a Scientist?

Can AI think like a Scientist?

Explaining Trustworthy AI & Self-Driving Labs with Purdue PhD Candidate Akshita KamsaliIn this episode of Engineering Innovations from Purdue’s Elmore Family School of Electrical and Computer Engineer...

20 Touko 22min

The Future of 6G, Built on a Chip

The Future of 6G, Built on a Chip

What does it take to turn a big research idea into a real device and a paper in Nature?In this episode of Engineering Innovations, we talk with Purdue ECE PhD student Connor Devitt about research that...

15 Huhti 27min

Engineering Innovations: The Internet, but Make it Quantum

Engineering Innovations: The Internet, but Make it Quantum

Engineering Innovations: The Internet, but Make it QuantumHost Kristin Malavenda interviews Purdue ECE associate professor Joseph Luken about engineering “spooky action at a distance” into real techno...

18 Maalis 37min

Engineering Innovations: How AI is Changing Images and Video

Engineering Innovations: How AI is Changing Images and Video

AI and Visual Data Compression: Insights from Purdue ECE Professor Maggie Zhu In this episode of Engineering Innovations, host Kristin Malavenda explores the fascinating world of visual data compressi...

18 Helmi 27min

The Hidden Cost of AI: Making Data Centers Sustainable

The Hidden Cost of AI: Making Data Centers Sustainable

Understanding the Environmental Impact of AI with Dr. Yi Ding Hosted and produced by Kristin MalavendaIn this episode of Engineering Innovations, host Kristin Malavenda talks to Dr. Yi Ding, an associ...

21 Tammi 27min

Unveiling the Complex Web of Software Security

Unveiling the Complex Web of Software Security

Unpacking Software Supply Chain Security with Dr. Santiago Torres AriasHosted and produced by Kristin MalavendaIn this episode of Engineering Innovations, host Kristin Malavenda speaks with Dr. Santia...

17 Joulu 202530min

What Makes 2D Materials a Game-Changer for Future Electronics?

What Makes 2D Materials a Game-Changer for Future Electronics?

Exploring the Future of Electronics with 2D MaterialsIn this episode of Engineering Innovations, host Kristin Malavenda welcomes Dr. Joerg Appenzeller, the Barry M. and Patricia L. Epstein Professor a...

19 Marras 202535min

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