Sambit MahapatrainGeek CultureRecurrent Circle of Machine LearningHow to manage a Machine Learning project?Mar 29, 2021Mar 29, 2021
Sambit MahapatraINDIA The Future SuperpowerIndia is a culture rich ancient civilization that has sustained and evolved through a journey of thousand years. A civilization which…Aug 14, 2020Aug 14, 2020
Sambit MahapatrainThe StartupActivation Functions in Neural NetworkA concise analysis on roles and types of activation functions in neural networks. Detailed pros and cons of 5 popularly used ones in…Aug 7, 2020Aug 7, 2020
Sambit MahapatrainTowards Data ScienceAlbert Vectorization (With Tensorflow Hub)We vectorize input texts using pre-trained Albert embeddings from tensorflow-hub. It is used as a Keras layer, so can be extended to build…Jul 11, 2020Jul 11, 2020
Sambit MahapatrainTowards Data ScienceSarcasm Classification (Using FastText)FastText is a library created by the Facebook Research Team for efficient learning of word representations and sentence classification. It…Jun 28, 2020Jun 28, 2020
Sambit MahapatraDemographics of Women in India (A data-centric view)India is the fastest growing economy and the largest democracy of the world with the potential to become the next superpower in a coming…Mar 7, 2020Mar 7, 2020
Sambit MahapatrainTowards Data ScienceClassification Model Building and Tracking in Tensorflow 2.0Last month Tensorflow 2 got released making the model development and deployment easier with tight integration of high level keras…Nov 24, 20191Nov 24, 20191
Sambit MahapatraPython Development Environment set up with Virtual EnvironmentReal world applications requires number of services, micro services with different service having different kind of dependencies. So It is…Nov 11, 2019Nov 11, 2019
Sambit MahapatrainTowards Data ScienceMachine Learning Models as Micro Services in DockerOne of the biggest underrated challenges in machine learning development is the deployment of the trained models in production that too in…Mar 17, 20193Mar 17, 20193
Sambit MahapatrainTowards Data ScienceTransfer Learning using ELMO EmbeddingLast year, the major developments in “Natural Language Processing” were about Transfer Learning. Basically, Transfer Learning is the…Feb 3, 20195Feb 3, 20195