GEN-AI-NLP

NLP with Python we are using python library like NLTK or spaCy To Start NLP You need some basic knowledge on Python and Deep learning and machine learning We are goint to start with some step step 0 -> Python
step 1 -> Text Prepration Part 1 -> basic part of token generation -> tokenization : Corpus to sentance , sentance to word -> Lemitization -> Stamming -> Stop word part 2-> convert text into vector(basically we are cleaning and convert text to vector) and here are some technique to work on -> Bag of word -> TFIDF -> Unigram -> Bigram part 3-> Advance step to text prepration(text to vector) -> Word to vec (deep Learning concept) -> Avg Word to vec part 4-> thease are deep learning techniques for solving text related use case like (Span Classification, Text Summrization) -> RNN -> LSTM RNN -> GRU RNN part 5-> Word Embdding -> again converting word to vector -> One hot encoding -> Traget Encoding -> ordinal Encoding and meny more