Did you ever wonder how virtual assistants such as Siri or Alexa understand us, or how Google Translate actually translates from one language to another? It's all thanks to Natural Language Processing (NLP). In this video, we explore the basics of NLP and its real-world applications.
Topics Covered:
- What is NLP?
- How does NLP work?
- Real-World Applications
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Timestamps:
0:00 - Intro
0:27 - What is NLP?
0:58 - Key Concepts
1:24 - Text Processing
1:52 - Tokenization
2:11 - Normalization
2:38 - Lemmatization
3:10 - Stemming
4:09 - Stop Word Removal
4:48 - Syntax & Semantics Analysis
5:58 - Named Entity Recognition (NER)
6:49 - Sentiment Analysis
7:38 - Applications
8:22 - Outro