Attention is all you need: understanding with example

Named Entity Recognition(NER) using Conditional Random Fields (CRFs)in NLP

POS Tagging using Hidden Markov Models (HMM) & Viterbi algorithm in NLP mathematics explained

Calculating Precision & Recall for Multi-Class Classification

Vehicle Number Plate Detection and OCR (TCS HUMAIN 2019)

Text summarization using TextRank in NLP

Next on the list of my NLP blog series comes Text Summarization!!

Dependency parsing & associated algorithms in NLP

Monte Carlo for Reinforcement Learning with example

Fuzzy match algorithms explained

The above picture might have given you enough idea of what this post is about.

Phonetics based Fuzzy string matching algorithms

A dive in Soundex & Metaphone