Hands-On Machine Learning Education with Sebastian Raschka
EPISODE 565
|
MARCH
28,
2022
Watch
Follow
Share
About this Episode
Today we’re joined by Sebastian Raschka, an assistant professor at the University of Wisconsin-Madison and lead AI educator at Grid.ai. In our conversation with Sebastian, we explore his work around AI education, including the “hands-on” philosophy that he takes when building these courses, his recent book Machine Learning with PyTorch and Scikit-Learn, his advise to beginners in the field when they’re trying to choose tools and frameworks, and more.
We also discuss his work on Pytorch Lightning, a platform that allows users to organize their code and integrate it into other technologies, before switching gears and discuss his recent research efforts around ordinal regression, including a ton of great references that we’ll link below!
About the Guest
Sebastian Raschka
RAIR Lab
Resources
- Book: Machine Learning with PyTorch and Scikit-Learn
- Book: Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools
- Paper: Deeper Learning By Doing: Integrating Hands-On Research Projects Into A Machine Learning Course
- CORAL & CORN Pytorch Resarch
- Paper: CORAL
- Paper: CORN
- PyTorch Lightning
- The Great ML Language (Un)Debate
- Grid.AI
