Edge computing refers to placing computing devices and services at the other edge of a cloud computing environment. Edge computing refers to low form factor devices, such as IoT devices, with low processing power and streaming data via network interface cards. The Cloud has the datacenters, the Edge has the IoT devices and in-between one ... Read more
Entanglement in machine learning (ML) pipelines refers to the fact that when a change is made in one of the ML pipeline steps, then other steps are affected by the change. For example, a fundamental change in the data preparation and feature engineering phases of the ML pipeline can have a drastic effect in subsequent ... Read more
ETL stands for extract, transform, and load. It refers to a data science and machine learning procedure, in which ML model data is being collected (extracted) from data sources, then data is transformed and finally loaded into an ML model.