Encoder Decoder Architecture Explained for Machine Translation Seq2Seq NLP

In this video, we introduce the Encoder–Decoder architecture used in Natural Language Processing for sequence-to-sequence tasks such as machine translation. This architecture became one of the most important breakthroughs in deep learning for language tasks and laid the foundation for many modern NLP systems. Here is the GitHub repo link: https://github.com/switch2ai You can download all the code, scripts, and documents from the above GitHub repository. We start by understanding the machine translation problem. In machine translation, a sentence in the source language is converted into anot…