Applied Natural Language Processing with Python: Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing

© Taweh Beysolow II 2018

Taweh Beysolow IIApplied Natural Language Processing with Python https://doi.org/10.1007/978-1-4842-3733-5_2

2. Review of Deep Learning

Taweh Beysolow II¹ 

(1)

San Francisco, California, USA

 

You should be aware that we use deep learning and machine learning methods throughout this chapter. Although the chapter does not provide a comprehensive review of ML/DL, it is critical to discuss a few neural network models because we will be applying them later. This chapter also briefly familiarizes you with TensorFlow, which is one of the frameworks utilized during the course of the book. All examples in this chapter use toy numerical data sets, as it would be difficult to both review neural networks and learn to work with text data ...