PinnedPublished inTowards DevLinear Programming with a small example with gurobipyAfter short explanation of LP, we use MILP for solving interesting practical exampleDec 23, 20211Dec 23, 20211
PinnedPublished inTowards DevAuto ARIMA hyperparameter searchIn this blog, I will present the method for automatised search of the key parameters for (S)ARIMA forecasting models.Feb 4, 2022Feb 4, 2022
Sharing My Experience About RAG SystemsWhat are most important pillars of successfull RAG systemJun 10, 2024Jun 10, 2024
Word Embeddings — Second PartAfter recapitulations of basic concepts of vectors and basic similarity measure, now we can go into deep how embeddings for words are…Jan 22, 2024Jan 22, 2024
Published inTowards DevWordEmbeddings: the road to understand LLMs — First partIntroductionJan 19, 2024Jan 19, 2024
Published inDev GeniusWhy and when to use Fasttext?Fasttext is a library developed by Facebook used for text classification.Feb 24, 20231Feb 24, 20231
Published inTowards DevDVC for Data ScientistData Version Control tool little guideDec 12, 2022Dec 12, 2022
Published inITNEXTThe Magic of Machine Learning: Gradient Descent Explained Simply but With All MathWith Gradient Descent Code from the ScratchMar 3, 2022Mar 3, 2022
Published inTowards DevThe Beta Distribution explained through Binomial and Bernoulli DistributionIn this article, I explain derivation of Beta distribution through understanding of Bernoulli and Binomial distribution. The good thing is…Feb 28, 20221Feb 28, 20221
