NLP

Text Analytics for Beginners Using NLTK
How to Become and NLP Expert

A Practitioner's Guide to Natural Language Processing (Part I) — Processing & Understanding Text
How to Process Textual Data TF-IDF in Python
Web Scraping and NLP in Python

Libraries
NLTK
spaCy
TextBlob
gensim

Named Entity Recognition (NER)
https://nlpforhackers.io/named-entity-extraction/


NLP Terms
Bag-of-Words (BOW)
N-Grams
Zipf’s Law
Cosine Similarity
Topic Modeling
Latent-Semantic Analysis (LSA)
Latent Dirichlet Allocation (LDA)
Universal Word/Sentence Embeddings

Wordnet

Sentiment Analysis
Opinion Mining, Sentiment Analysis, and Opinion Spam Detection

OpenAI NLP
Improving Language Understanding with Unsupervised Learning

Better Language Models and Their Implications


State of the Art
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding