/0 to 1 for NLP

0 to 1 for NLP

NLP has grown into a field of wide applications ranging from chatbots to news generation. I started my journey into NLP with standard courses but a majority of my practical learnings came from personal blogs of researchers. This metablog is a collection of my favourite blogs and courses I go through every once in a while to refresh myself. 

As they say “Finding the right learning material is half the work.”

Courses

Embeddings

This is the most important part in NLP

Word2Vec

GLOVE

ELMO

BERT

Embeddings summary by Lilian Weng

Transfer learning

ULMFiT (Universal Language Model For Fine Tuning)

Ruder on Multi-task learning

NAACL 2019

NN concepts

Conversational AI

ML pipeline

Libraries

Extra

Hackathons

AutoML

Papers and code

State of the art NLP papers

NLPprogress

 

An AI evangelist and a multi-disciplinary engineer. Loves to read business and psychology during leisure time. Connect with him any time on LinkedIn for a quick chat on AI!