## Metadata - Author: [[normconf|Normconf]] - Full Title:: All My Machine Learning Problems Are Actually Data Management Problems - Shreya Shankar - Category:: #🗞️Articles - URL:: https://youtube.com/watch?v=sr3_DQ-RhTc&feature=share - Finished date:: [[2023-03-31]] ## Highlights > someone's trying to tell them sell mefeature stores and while they might beuseful for a lot of casesum I was very skeptical I was very happywith my table of features that I wasjust adding to on a schedule I didn'treally know why I needed feature storesbut ([View Highlight](https://read.readwise.io/read/01gwwfgv8wswgtf9v787npqxh1)) > you gotto implement data validation andmonitoring at every stage in yourpipelineum ([View Highlight](https://read.readwise.io/read/01gwwgkt3tvpjjv26pg8yvn88f))