Natural Language Processing

Unlock the power of language with our hands-on NLP Workshop! Learn how machines understand, analyze, and respond to human language using sentiment analysis, chatbots, and transformer models

Curriculum

  • Introduction to Natural Language Processing
  • Text Processing
  • Feature Extraction
  • Modeling
  • Raw Text
  • Noise Entity Removal
  • Word Normalization

  • Standardization of Text
  • Feature Extraction
  • Bag of Words
  • Count Vectorizer
  • TF-IDF
  • Modeling
  • Topic Modeling
  • Machine Learning Algorithms

  • Topics (Working on Datasets)
  • Sentence Tokenization
  • Removing Punctuation Marks
  • -StopWords
  • Stemming
  • Lemmatization

  • Bag of Words
  • Count Vectorizer
  • TF-IDF

  • Project 1 - Email Spam Classification using NLP

  • Project 2 - Movie Recommendation using NLP
Natural Language Processing
Price: ₹2000.00
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