Utpal MattooImproving training/validation accuracy for sentiment analysis in a non-standard languageI recently worked on a sentiment analysis task in Roman Urdu (Urdu written in English).9 min read·Nov 14, 2020----
Utpal MattooAttention Layer — part 3- Continued from: Attention layer -Part 1Let’s include the Attention layer code (which includes the snippets I shared earlier). During training, this layer is invoked by the…5 min read·Oct 7, 2020----
Utpal MattooAttention layer —Continued from: Reference for dimensions and numbers used in a seq2seq model for…This Attention layer sits in-between the encoder and the decoder. Although the attention layer is a separate module (or block), the…12 min read·Oct 2, 2020----
Utpal MattooinThe StartupReference for Encoder Dimensions and Numbers Used in a seq2seq Model With Attention for Neural…As you work though a TensorFlow implementation to implement an attention model described in the paper Neural Machine Translation, the…4 min read·Sep 29, 2020----
Utpal MattooConsumer spending during COVID-19 in frozen food (pizzas)BCG and IRI published a study on consumer spending (PDF). US sales of frozen pizzas are up 117.2% as of March 15, 2020 vs a year ago — no…5 min read·Apr 15, 2020----
Utpal MattooGaming video streaming at a high levelGaming platforms. I recently researched this industry for a couple of days and I thought it would be good to share my understanding of the…5 min read·Apr 9, 2020----