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A Beginner introduction to Natural Language Processing
Chapter Zero
An Introduction to NLP
Real Life Applications
Demand Of NLP Experts
Course Curriculum
Introduction & Overview
Introduction & Overview
Installation and Setup
Installation and Setup Study Note
Applications
Introduction to NLTK toolkit
Word and Sentence Tokenization
Word and Sentence Tokenization : Study Note
POS Tagging
POS Tagging Study Note
Named Entity Recognition [NER]
Named Entity Recognition (NER) Study Note
Introduction to Machine Learning
NLP and Machine Learning
What is Machine Learning
What is Machine Learning Study Note
Types Of Machine Learning Problems Regression and Classification
Types Of Machine Learning Problems Regression and Classification Study Note
Machine Learning for binary and multi class Classification
Bag Of Words
Bag Of Words Study Note
Binary Classification & Multi Class Classification
Binary Classification & Multi Class Classification Study Note
Introduction to word Embedding
One Hot Encoding
One Hot Encoding Study Note
Count Vectorizer
Count Vectorizer Study Note
Tfidf Vectorizer
Hash Vectorizer
Hash Vectorizer and Tf-Idf Vectorizer Study Note
Deep Neural Networks for Word Embedding – Word2Vec, GloVe
Wor2Vec Usage
Wor2Vec Usage Study Note
Introduction to Neural Net
Introduction to Neural Net Study Note
Activation Functions
Activation Functions Study Notes
Document and Sentence Embedding
Document and Sentence Embedding
Sentiment Analysis – Classical and Deep ML
Sentiment Analysis
Named Entity Extraction – Classical and Deep ML
Named Entity Extraction
Neural Machine Translation
Neural Machine Translation
Project : Question Classification on NLP
Project : Question Classification on NLP
Wor2Vec Usage Study Note
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