PinnedVitomir JovanovićinTowards DevLinear Programming with a small example with gurobipyAfter short explanation of LP, we use MILP for solving interesting practical example5 min read·Dec 23, 2021--1--1
PinnedVitomir JovanovićinTowards DevAuto ARIMA hyperparameter searchIn this blog, I will present the method for automatised search of the key parameters for (S)ARIMA forecasting models.5 min read·Feb 4, 2022----
Vitomir JovanovićWord Embeddings — Second PartAfter recapitulations of basic concepts of vectors and basic similarity measure, now we can go into deep how embeddings for words are…7 min read·Jan 22, 2024----
Vitomir JovanovićinTowards DevWordEmbeddings: the road to understand LLMs — First partIntroduction6 min read·Jan 19, 2024----
Vitomir JovanovićinDev GeniusWhy and when to use Fasttext?Fasttext is a library developed by Facebook used for text classification.3 min read·Feb 24, 2023--1--1
Vitomir JovanovićinTowards DevDVC for Data ScientistData Version Control tool little guide4 min read·Dec 12, 2022----
Vitomir JovanovićinITNEXTThe Magic of Machine Learning: Gradient Descent Explained Simply but With All MathWith Gradient Descent Code from the Scratch8 min read·Mar 3, 2022----
Vitomir JovanovićinTowards 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…6 min read·Feb 28, 2022--1--1
Vitomir JovanovićinTowards DevPolynomial Regression with Regularisation TechniquesIn this article, I describe polynomial regression with different regularisation terms.5 min read·Feb 18, 2022----