article thumbnail

What is Data Extraction? Examples, Tools & Techniques

Knowledge Hut

Whether it's aggregating customer interactions, analyzing historical sales trends, or processing real-time sensor data, data extraction initiates the process. Utilizes structured data or datasets that may have already undergone extraction and preparation. Primary Focus Structuring and preparing data for further analysis.

article thumbnail

Using DataOps to Drive Agility and Business Value

DataKitchen

We actually broke down that process and began to understand that the data cleansing and gathering upfront often contributed several months of cycle time to the process. Automate the data collection and cleansing process. Be business-centric. Tyo pointed out, “Don’t do data for data’s sake.