PinnedSebastian PoliakinTowards Data ScienceData Science Survival Guide for Non-Technical Colleagues5 Tips How to Bring Value to a Data Science Project7 min read·Apr 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?4 min read·Sep 21, 2020--2--2
Sebastian PoliakinTowards AIEnriching sequential LSTM model with non-sequential featuresHow to make a model with textual input benefit from user’s age4 min read·Feb 17, 2021----
Sebastian PoliakinTowards Data Science1 to 5 Star Ratings — Classification or Regression?Finding out with an experiment.3 min read·Nov 21, 2020--3--3
Sebastian PoliakinTowards Data ScienceHow Much Time Can You Save With Active Learning?A hands-on experiment on an NLP dataset.5 min read·Nov 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?5 min read·Oct 21, 2020----