The work from Zarko Ivkovic, corresponding the developments achieved during his Master’s thesis in collaboration with the group of Prof. Jeremy Harvey, has been uploaded to ChemRxiv. In this publication we explore the potential of Transfer Learning techniques, based on atomic feature extraction, for predicting the experimental chemical shifts in ¹³C NMR. Check it out at: Tranfer Learning for predinting carbon NMR chemical shifts.