Python TensorFlow Functional API Multiple Inputs Titanic Classification
TensorFlow Python Guided Project - Not Your Grandma's Titanic Classification Functional API Deep
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Here we will use the functional API in TensorFlow to see if we can get a better accuracy score on the Kaggle competitions for the Titanic Dataset, a common data science project. The Titanic Classification Data is one of the first projects that most will use in the data science journey.
This is a fairly easy dataset and most students ignore the name and ticket columns as with classical machine learning there isn't much we can do with easily. However, with TensorFlow, we can use a Convolutional 1D layer to reduce it down to small groups of characters, and if there is a pattern with either the name or the ticket that will help our final predictions.
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