PinnedSebastian PoliakinTowards Data ScienceData Science Survival Guide for Non-Technical Colleagues5 Tips How to Bring Value to a Data Science ProjectApr 26, 2021Apr 26, 2021
PinnedSebastian PoliakinTowards Data ScienceSystematically Tuning Your Model by Looking at Bias and VarianceEver wondered if there is a more systematic way of tuning your model, than blindly guessing the hyperparameters or using a grid search?Sep 21, 20202Sep 21, 20202
Sebastian PoliakinTowards AIEnriching sequential LSTM model with non-sequential featuresHow to make a model with textual input benefit from user’s ageFeb 17, 2021Feb 17, 2021
Sebastian PoliakinTowards Data Science1 to 5 Star Ratings — Classification or Regression?Finding out with an experiment.Nov 21, 20203Nov 21, 20203
Sebastian PoliakinTowards Data ScienceHow Much Time Can You Save With Active Learning?A hands-on experiment on an NLP dataset.Nov 11, 2020Nov 11, 2020
Sebastian PoliakinTowards Data ScienceZero-Shot Learning the Alphabetic Characters (an experiment with code)Is it possible to recognise alphabetic characters, which have not been provided during training?Oct 21, 2020Oct 21, 2020
