PinnedJoseph GattoinAnalytics VidhyaAn Overview of the Various BERT Pre-Training MethodsIf you are interested in machine learning then, over the past few years, you have likely heard of the Transformer model that has…7 min read·May 14, 2021----
PinnedJoseph GattoSupport Vector Machines (SVMs) for people who don’t care about optimizationI long avoided the math behind Support Vector Machines because I know it's an optimization problem, and unless I am minimizing something…11 min read·Mar 23, 2021----
Joseph GattoinAnalytics VidhyaWhat are Abstract Meaning Representation graphs?If you work in NLP, you might come across a graphical semantic representation known as Abstract Meaning Representations. In this article I…4 min read·Dec 5, 2021----
Joseph GattoIntuition — Why L1 Regularization Pushes Coefficients to 0I always hear a general hand-wavey statement that “Ridge Regression pushes coefficients towards zero, but Lasso Regression actually zeros…3 min read·Mar 23, 2021----
Joseph GattoinAnalytics VidhyaNonlinear Regression Tutorial with Radial Basis FunctionsLet's take a look at basis function regression which allows us to model non-linear relationships. If you are familiar with regular linear…4 min read·Mar 23, 2021----
Joseph GattoinAnalytics VidhyaUnderstanding the SEMBLEU (and BLEU) MetricSEMBLEU: A Robust Metric for AMR Parsing Evaluation6 min read·Mar 23, 2021----