Machine-Learning Engineering for MLOps

What is Engineering in the context of Machine Learning? Engineering, in general, is the application of scientific and mathematical principles to design, develop, and create products or systems. When we talk about Machine Learning Engineering, we're referring to turning machine learning models and algorithms into practical, scalable, and efficient systems that can be used in real-world applications.