ETL is an important stage in neural network training since it involves data. Data extraction, transformation, and loading needs to be addressed before we proceed with neural network design. Bad data is a much worse situation than a less efficient neural network. We need to have a basic understanding of the following aspects as well:

• The type of data you are trying to process
• File-handling strategies

In this recipe, we will demonstrate how to read and iterate data using DataVec.