Dima ShulgainHiredScore EngineeringMulti-Language Documents IdentificationWhen dealing with global natural language data, the first step of the pipeline is usually language identification. We need to know the…Feb 13, 2020Feb 13, 2020
Dima ShulgainTowards Data ScienceHow to be an effective Data Scientist/ResearcherWork on the right thingFeb 11, 2020Feb 11, 2020
Dima ShulgainTowards Data ScienceWhat is the difference between Optimization and Deep Learning and why should you careDeep Learning is not just Optimization and we need to do something about itAug 24, 20194Aug 24, 20194
Dima ShulgainHiredScore EngineeringFitting (almost) any PyTorch module with just one line using TamnunMLA simple fit().predict() class to train any PyTorch moduleAug 5, 2019Aug 5, 2019
Dima ShulgainHiredScore EngineeringIntroducing TamnunMLAn easy to use open-source library for advanced Deep Learning and Natural Language ProcessingJul 25, 2019Jul 25, 2019
Dima ShulgainTowards Data ScienceDistilling BERT — How to achieve BERT performance using logistic regressionHow to achieve BERT performance using logistic regression and some unlabelled dataJun 17, 201910Jun 17, 201910
Dima ShulgainTowards Data ScienceBERT to the rescue!A step-by-step tutorial on simple text classification using BERTJun 5, 201911Jun 5, 201911
Dima ShulgainTowards Data ScienceA Beginners Introduction into MapReduceMany times, as Data Scientists, we have to deal with huge amount of data. In those cases, many approaches won’t work or won’t be feasible…Apr 7, 20199Apr 7, 20199
Dima ShulgainTowards Data ScienceWhy Machine Learning is the BEST field in the worldWhy Machine Learning, Deep Learning, Artificial Intelligence and Data Science is truly greatDec 20, 20183Dec 20, 20183
Dima ShulgainTowards Data ScienceSolving NLP task using Sequence2Sequence model: from Zero to HeroToday I want to solve a very popular NLP task called Named Entity Recognition (NER). In short, NER is a task of extracting Name Entities…Nov 30, 20186Nov 30, 20186