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…3 min read·Feb 13, 2020----
Dima ShulgainTowards Data ScienceHow to be an effective Data Scientist/ResearcherWork on the right thing5 min read·Feb 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 it4 min read·Aug 24, 2019--4--4
Dima ShulgainHiredScore EngineeringFitting (almost) any PyTorch module with just one line using TamnunMLA simple fit().predict() class to train any PyTorch module3 min read·Aug 5, 2019----
Dima ShulgainHiredScore EngineeringIntroducing TamnunMLAn easy to use open-source library for advanced Deep Learning and Natural Language Processing4 min read·Jul 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 data4 min read·Jun 17, 2019--10--10
Dima ShulgainTowards Data ScienceBERT to the rescue!A step-by-step tutorial on simple text classification using BERT7 min read·Jun 5, 2019--11--11
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…8 min read·Apr 7, 2019--9--9
Dima ShulgainTowards Data ScienceWhy Machine Learning is the BEST field in the worldWhy Machine Learning, Deep Learning, Artificial Intelligence and Data Science is truly great5 min read·Dec 20, 2018--3--3
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…13 min read·Nov 30, 2018--6--6