Natural Language Processing - Concept

NLP: The Power of Language Understanding
Unlock the secrets of human language with Natural Language Processing (NLP)!
In this video, we dive into the fascinating world of NLP, where machines learn to understand, interpret, and generate human language. Explore the core concepts, techniques, and applications of NLP:
Key Topics Covered:
* What is NLP?
* A brief introduction to NLP
* The role of NLP in AI and machine learning
* Core Techniques:
* Text preprocessing and cleaning
* Tokenization and stemming
* Part-of-speech tagging
* Named entity recognition
* Dependency parsing
* Text classification and sentiment analysis
* Text generation and summarization
* Machine translation
* Question answering systems
* Applications of NLP:
* Chatbots and virtual assistants
* Sentiment analysis for social media monitoring
* Text summarization for news articles
* Machine translation for global communication
* Information extraction from large text corpora
* Text generation for creative writing and content creation
Join us as we unravel the complexities of human language and discover how NLP is revolutionizing the way we interact with machines.
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Copyright Disclaimer
This video was screen-recorded from a Google Meet session for educational purposes only to help students and researchers access valuable insights from Dr. S. K. Saritha's lecture. All credit goes to the original speaker and organizer.

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Видео Natural Language Processing - Concept канала Arkaprava Bhattacharya