India is a culture rich ancient civilization that has sustained and evolved through a journey of thousand years. A civilization which adopted the farming 5000 years back, had smarter architect city like Harappa, Mohenjodaro as early as 3200BC around. Around the 5th century, when the world community was learning to…

India is the fastest growing economy and the largest democracy of the world with the potential to become the next superpower in a coming couple of decades. A country like India where women are the binding force of the very culture and society, the empowerment of women is the empowerment…

Last month Tensorflow 2 got released making the model development and deployment easier with tight integration of high level keras, cleaning up of redundant APIs, keeping eager execution as default, removal of global and usage of function instead of sessions. In this article, we will build a CNN classifier for…

Real world applications requires number of services, micro services with different service having different kind of dependencies. So It is very essential to setup separate development environment for separate projects and even services to make the development flexible. …

One of the biggest underrated challenges in machine learning development is the deployment of the trained models in production that too in a scalable way. One joke on it I have read is “Most common way, Machine Learning gets deployed today is powerpoint slides :)”. Why Docker? Docker is a containerization platform…

Last year, the major developments in “Natural Language Processing” were about Transfer Learning. Basically, Transfer Learning is the process of training a model on a large-scale dataset and then using that pre-trained model to process learning for another target task. …