The following diagram shows a typical ML pipeline. It begins with data collection, ... we need to re-think the data platform architectures when dealing with I/O in the machine learning pipeline.

In a project I managed, the data pipeline was critical for delivering precise data to our machine learning models. When inconsistencies arose, I implemented meticulous logging and real-time ...

When citing PPML in academic papers and theses, please use this BibTeX entry: @BOOK { ppml , author = { M. Scutari and M. Malvestio } , title = { {The Pragmatic Programmer for Machine Learning: ...

Machine Learning is a branch of Artificial Intelligence with the goal of learning patterns from data. These techniques fall into two big categories: supervised and unsupervised learning. The former ...