Learn how Deep Learning can be used for NLP and create a simple Chatbot with Python and Keras. Who doesn’t like a friendly-robotic personal assistant? By howtolearnmachinelearning.com.
The post will cover how to use Keras, a very popular library for neural networks to build a simple Chatbot. The main concepts of this library will be explained, and then we will go through a step-by-step guide on how to use it to create a yes/no answering bot in Python.
Further in the article you will get:
- Keras: Easy neural networks in Python
- The Project: Using recurrent neural networks to build a chatbot
- The data: Stories, questions and answers
- Deep learning for NLP: The neural network & building the model
- Deep learning for NLP: Learning from the data & training the model
- Seeing the results: Testing and playing
- Other resources about deep learning for NLP, Python & Keras
If you want to go deeper into attention models, or understand some word vectorizing techniques also check out additional resources put together for you in article. Enjoy!
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