2. Loading and Processing Data
In this chapter, you will learn how to load and process a variety of data types for modeling in TensorFlow. You will implement methods to input data into TensorFlow models so that model training can be optimized.
By the end of this chapter, you will know how to input tabular data, images, text, and audio data and preprocess them so that they are suitable for training TensorFlow models.
In the previous chapter, you learned how to create, utilize, and apply linear transformations to tensors using TensorFlow. The chapter started with the definition of tensors and how they can be created using the Variable class in the TensorFlow library. You then created tensors of various ranks and learned ...