Many people new to data science might believe that this field is just about R, Python, Spark, Hadoop, SQL, traditional machine learning techniques or statistical modeling. While those technologies are a large part of the field, the answer is more nuanced than that.

Here’s a thoughtful article from Vincent Granville on Data Science Central about this very question and here is the list of resources that 

24 Articles About Core Data Science