Koyela ChakrabartiDataset Preparation — Sources, Challenges & Creating a dataset from a real world SQL database…There has been some talks regarding how much importance be attached to Kaggle Competitions while assessing the competence of a data…Apr 18Apr 18
Koyela ChakrabartiDataset is Your Ultimate Hero : A Pytorch based Case Study on a Simple and Pre-trained BERT ModelThis is quite an irony that I came up with this headline for my article when I wanted to sing a song of praise for how accurate, efficient…Feb 24Feb 24
Koyela ChakrabartiA General Roadmap to Crafting Deep Learning ArchitectureCrafting a deep learning model have always been an intimidating matter to me. There is always so much to do. Before even starting to train…Dec 28, 2023Dec 28, 2023
Koyela ChakrabartiCan Virtual Reality Change the Future of Prisoner Rehabilitation ?If you ask any random person what does it come to his/her mind when s/he hears about Virtual Reality, almost 80% of the time, very likely…Nov 11, 2023Nov 11, 2023
Koyela ChakrabartiAbstractive text summarization with Transformer model using PytorchText summarization is one of the many applications of natural language processing. There are two types of summarization models available…Oct 18, 2023Oct 18, 2023
Koyela ChakrabartiDifferent Consensus Mechanisms in Blockchain NetworkAt the heart of a blockchain network lies the consensus mechanism. It maintains the security of the blockchain by ensuring only the…Aug 10, 2023Aug 10, 2023
Koyela ChakrabartiPreprocessing Text for any language for Deep Learning language modelsText preprocessing is an integral part of working with text data in language models. Though we are equipped with different natural language…Jul 30, 2023Jul 30, 2023
