This chapter will push your neural network knowledge even further by introducing state-of-the-art concepts at the core of today's most powerful language translation systems. You will build a simple version of a Spanish-to-English translator, which accepts a sentence in Spanish and outputs its English equivalent.
This chapter includes the following sections:
- Understanding the translation model: This section is entirely focused on the theory behind this system.
- What an LSTM network is: We'll be understanding what sits behind this advanced version of recurrent neural networks.
- Understanding sequence-to-sequence network with attention: You will grasp the theory behind this powerful model, get to know what it actually does, and why it is so widely used for different problems.
- Building the Spanish-to-English translator: This section...