Dadajon / nlp-a-z

NLP A-Z: How to create a ChatBot 🤖

IDE

📂 Folder Structure

.
├── 0-introduction
├── 1-deep-nlp-intuition
├── 2-building-a-chatbot-with-deep-nlp
│   ├── part1-data-preprocessing
│   ├── part2-building-the-seq2seq-model
│   ├── part3-training-the-seq2seq-model
│   └── part4-testing-the-seq2seq-model
│
├── 3-other-chatbot-implementations
├── 4-annexes
│   ├── annex1-ann
│   └── annex2-rnn
│
└── README.md

🦾 Plan of Attack

We will learn:

• Types of natural language processing
• Classical vs deep learning models
• End-to-end deep learning models
• Bag-of-words
• Seq2seq architecture
• Seq2seq training
• Beam search decoding
• Attention Mechanisms

• Annex 1 : Artificial Neural Networks
• Annex 2 : Recurrent Neural Networks