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Natural Language Processing (NLP) Mastery

Natural Language Processing (NLP) Mastery

Free

This comprehensive Natural Language Processing (NLP) course will help you understand how to process and analyze human language using Python and advanced NLP libraries. You’ll explore essential topics like text preprocessing, tokenization, sentiment analysis, language modeling, and more. By the end of the course, you'll have hands-on experience building real-world NLP applications such as chatbots, text classifiers, and recommendation systems.

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Has discount
Expiry period Lifetime
Made in Tamil
Last updated at Fri Nov 2024
Level
Advanced
Total lectures 0
Total quizzes 0
Total duration Hours
Total enrolment 0
Number of reviews 0
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Short description This comprehensive Natural Language Processing (NLP) course will help you understand how to process and analyze human language using Python and advanced NLP libraries. You’ll explore essential topics like text preprocessing, tokenization, sentiment analysis, language modeling, and more. By the end of the course, you'll have hands-on experience building real-world NLP applications such as chatbots, text classifiers, and recommendation systems.
Outcomes
  • Understand the fundamentals of NLP and text processing
  • Learn how to implement tokenization, text cleaning, and vectorization
  • Build models for text classification, sentiment analysis, and named entity recognition (NER)
  • Explore language models using BERT, GPT, and Transformers
  • Gain hands-on experience with popular NLP libraries like NLTK and spaCy
  • Implement real-world NLP projects such as chatbots and recommender systems
Requirements
  • Basic understanding of Python programming
  • Familiarity with machine learning concepts is helpful but not required
  • Interest in text analysis and language understanding

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