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Join the DIG4BIO Raman Transfer Learning Challenge

Home / News & Events / iBB News / Advanced Training / Join the DIG4BIO Raman Transfer Learning Challenge
inAdvanced Training, iBB News

We are pleased to announce the launch of an international coding competition on Kaggle. Participants will tackle a real-world transfer learning problem in spectroscopy: predicting the concentrations of glucose, acetate, and magnesium sulfate from Raman spectra — even across different instruments.

Why join?

  • Work on a cutting-edge machine learning challenge rooted in bioprocessing and analytical chemistry.

  • Access a unique dataset of more than 2,500 Raman spectra collected from eight different devices.

  • Test your model’s ability to generalize across hardware — a crucial hurdle in real-world Process Analytical Technology (PAT) applications.

  • Compete for one of three cash prizes: 1st – $750 | 2nd – $450 | 3rd – $300.

The competition is open now and will run for the next three months.

The challenge is hosted on Kaggle and supported by the EU-HORIZON DIG4BIO project together with KIWI-biolab. It is an opportunity to advance domain adaptation and contribute to the future of instrument-agnostic spectroscopy.

Learn more at:  https://lnkd.in/dk-qjcrr

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About

iBB aims to excel in research and advanced education in biotechnology, by responding to the challenge of exploring innovative approaches to key scientific and technological questions in Biosciences and Bioengineering and of transforming scientific knowledge into tangible innovation.

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