Exploratory data analysis
This part of the problem solving stack is also called "Confirmatory data analysis". Generally, the problems that we touch base over the Internet and other learning resources explain a stack called "ECR" that can be extended as Exploratory Data Analysis + Confirmatory Data Analysis + Root Cause Analysis. This is the same approach that we have considered-Exploratory Data Analysis (EDA)-where we understand "What" happened, then CDA, that is, Confirmatory Data Analysis, where we cement the results from our exercises using statistical tests. Finally, we will answer the "Why" question using Root Cause Analysis. In our current approach, we have the same approach but a slightly different naming convention. We have broken down ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access