Table of Contents

• Papers

  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Transformer: A Novel Neural Network Architecture for Language Understanding
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • here
  • BERT Explained: State of the art language model for NLP
  • Paper Dissected: “BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding” Explained
  • Attention Is All You Need
  • Paper Dissected: “Attention is All You Need” Explained
  • Attention Augmented Convolutional Networks
  • The Illustrated Transformer
  • Video: [Transformer
  • Transformer Architecture: Attention Is All You Need
  • Paper in Two minutes: Attention Is All You Need
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Real-time Personalization using Embeddings for Search Ranking at Airbnb
  • Fantastic Embedding
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT – State of the Art Language Model for NLP
  • Attention Augmented Convolutional Networks
  • BERT Explained: State of the art language model for NLP
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT – State of the Art Language Model for NLP
  • Attention Is All You Need
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Paper Dissected: “BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding” Explained
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • BERT Explained: State of the art language model for NLP
  • Let’s build ‘Attention is all you need’ — 1/2
  • Let’s build ‘Attention is all you need’ — 2/2
  • BERT Explained: State of the art language model for NLP
  • BERT – State of the Art Language Model for NLP
  • in Chinese: 从Word Embedding到Bert模型—自然语言处理中的预训练技术发展史
  • Paper Dissected: “Attention is All You Need” Explained
  • in Chinese: 不一样的论文解读2018 KDD best paper: Embeddings at Airbnb
  • BERT – State of the Art Language Model for NLP
  • BERT – State of the Art Language Model for NLP

• Tutorials

  • Official Pytorch Tutorial
  • Pytorch Tutorial by Yunjey Choi

• WebSites

  • fast.ai
  • Machine Learning Explained
  • lyrn.ai
  • Papers with Code
  • Jay Alammar's Tech Blog
  • mc.ai
  • lyrn.ai
  • lyrn.ai
  • lyrn.ai
  • lyrn.ai
  • lyrn.ai

• Tools

  • Deep Learning Monitor
  • SciHive - source tool that is built by researchers for researchers
  • IMPORT AI
  • Python Cheatsheet
  • Python Crash Course - Cheat Sheets
  • 7+ Python Cheat Sheets for Beginners and Experts
  • Arxiv Sanity Preserver
  • Data Science Cheatsheets

• Frameworks

  • PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration