Data type: Unstructured data vs. processed data The main difference between the two is that in a data lake, the data is not processed before it is stored, while in a data warehouse it is. A data lake ...

After cleaning the data, the next step is data exploration analysis. This involves understanding the data’s structure and identifying any patterns or trends.

Data architecture: The heart and soul of data governance is its architecture, which defines the structure of an organization’s data resources and includes standards, policies, models and rules ...

Data analysis is an exploratory process that often starts with specific questions. It requires curiosity, the desire to find answers and a good level of tenacity, because those answers aren’t ...

The Difference Between Structured, Unstructured, And Semi-Structured Data To easily understand the differences between the classifications of data, let’s use this analogy to illustrate.