4 Lessons to Understand AzureML Data Pipelines
A page of the missing manual
![Data science lifecycle](https://d33wubrfki0l68.cloudfront.net/ca289a1fe3eab5a4f72ae1d4a32abc3ae353bbb1/cfd8c/img/2019/12/data-science-cycle.png)
The AzureML SDK is Microsoft’s machine learning support framework that comes with several examples, docs, best practices etc. However, working on a simple ETL-type scenario, I learned a few key insights that I wanted to share. First, let’s clarify what AzureML Services are.