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How I designed an end-to-end pricing intelligence system — from Hierarchical Bayesian elasticity estimation to a production-ready simulator UI — for a multi-country retail operation. Most convenience retailers leave money on the table every single day. Not because they lack data, but because they price with spreadsheets and gut feel at a scale where neither works. Consider this scenario: an international convenience retailer operating 60,000+ stores across 20 countries, over

In the last article, we introducted the advatnges of the transformer based models and also understood different components of a...

In my last two article of the series "what it takes to learn transformer model for NLP", we discussed about the shortcoming of simple...

In my last post, we have discussed about simple encoder decoder based seq2seq models. In this article, we will try to understand the...

Transformer models has become very popular in natural lanagauge processing task and mostly in task like machine neural transalation,...

In this article, we will discuss tree data structure and binary search tree or BST in short.The topics will spread over 3 parts. In the...