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 ...

Community driven content discussing all aspects of software development from DevOps to design patterns. The Google Cloud Professional Data Engineer exam validates your ability to design, build, and ...

Inside large engineering organizations, the lifeblood is rarely customer records; it is the designs, issues, and exper ...

While popular advancements in data science, machine learning (ML), and AI have been at the forefront of data-centric business, data engineering is the metaphorical match that keeps these exciting ...

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 ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...

Tech companies are overhauling product data and engineering processes as AI becomes central to discovery, recommendation, and design. Clear, structured information is now vital for inclusion in ...