Read and Explore the Data

Dive into the first step of the Keras workflow; Reading, exploring, and preprocessing the dataset.

The first step for developing any model is reading and exploring the data. This helps answer the questions below:

  1. How many features does the data have?
  2. Are there any missing data?
  3. If the answer to question 2 is yes, then how should we eliminate missing data?

Take the example of the titanic dataset. The columns of the dataset are given below:

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