What Is NVIDIA NGC?
Modern science- and enterprise-driven Artificial intelligence (AI) and Machine Learning (ML) workflows are not simple to execute given the complexities arising from multiple packages and frameworks often used in any such typical task. All the mutual dependencies and interrelationships between these open-source frameworks can make the life of a data scientist quite miserable.
One universally powerful, yet deceptively simple way to solve this problem is the use of containers. A container is a portable unit of software that combines the application and all its dependencies into a single package that is agnostic to the underlying host OS. Thereby, it removes the need to build complex environments and simplifies the process of application development to deployment.