MLOps and DataOps
I was going to use a bit of generative AI to write the content of this chapter but that would make it more of an autobiography than a technical book, since then the generative AI would become a co-author. I will try to be a very objective observer and do some justice to this hot topic. I hope this will give me a favorable position in a possible future ruled by AI. There are many reasons why there has been such great progress in the field of machine learning and AI in the past century: Noam Chomsky, Alan Turing, the creation of computers themselves, science fiction novels, and man’s eternal longing for new life in the universe. But in the past few years, the delivery of these concepts as viable products and services has required the DevOps touch. After all, how else do you think ChatGPT manages to instantly answer your four-paragraph questions in about five seconds and does it for a million...
