Natural Language Processing (NLP)

Fundamental Concepts

• Tokenization
• Stemming
• Lemmatization
• POS Tagging
• Named Entity Recognition
• Stopword Removal
• Syntax
• Dependency Parsing
• Parsing
• Chunking

Text Processing & Cleaning

• Text Normalization
• Bag of Words
• TF-IDF
• N-grams
• Word Embeddings
• Sentence Embeddings
• Document Similarity
• Cosine Similarity
• Text Vectorization
• Noise Removal

Tools, Libraries & APIs

• NLTK
• spaCy
• TextBlob
• Hugging Face Transformers
• Gensim
• OpenAI
• CoreNLP
• FastText
• Flair NLP
• ElasticSearch + NLP

Program(s)

• Build a Chatbot Using NLP
• Extracting Meaning from Text Using NLP in Python
• Extracting Email Addresses Using NLP in Python
• Extracting Names of People, Cities, and Countries Using NLP
• Format Email Messages Using NLP
• N-gram program
• Resume Skill Extraction Using NLP
• Sentiment Analysis in NLP
• Optimizing Travel Routes Using NLP & TSP Algorithm in Python