Data Preprocessing (Part 2)
Learn to preprocess TF datasets using the map, filter, and reduce transformations.
The TF framework provides us with the tf.data API to construct TF datasets. This API allows us to preprocess TF datasets using various transformations, such as map, filter, and reduce. We can apply these transformations using a lambda function. This lesson illustrates the use of the transformations mentioned above.
The lambda function
A lambda in Python is an anonymous function that can input any number of arguments but have only one expression. The syntax for a lambda function is:
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