Having developed many end-to-end machine learning (ML) and artificial intelligence (AI) systems as an AI scientist, AI product owner or chief scientist, I’ve seen how software engineering managers ...

Though the AI era conjures a futuristic, tech-advanced image of the present, AI fundamentally depends on the same data standards that have been around forever. These data standards—such as being clean ...

Mukul Garg is the Head of Support Engineering at PubNub, which powers apps for virtual work, play, learning and health. In my journey through data engineering, one of the most remarkable shifts I’ve ...

Discover the key differences between Data Science, Data Engineering, and AI. Learn about their unique roles, technical ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Over the past few months, I have been helping cloud engineers, data specialists, and AWS ...