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Summary: Understanding TensorFlow 2

Explore the foundational components of TensorFlow 2 essential for NLP, including its architecture, data handling pipelines, and various operations. Understand how to utilize Keras APIs to build neural networks, culminating in implementing a three-layer model to classify digits. This lesson equips you with practical knowledge to develop NLP solutions using TensorFlow 2.

TensorFlow architecture

In this chapter, we took our first steps to solving NLP tasks by understanding the primary underlying platform (TensorFlow) on which we’ll be implementing our ...