Natural Language Processing Explained | NLP Basics

Опубликовано: 06 Июль 2024
на канале: WhiteboardDoodles
1,160
19

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?
Text Processing
Normalization
Lemmatization
Stemming
Stop Word Removal
Syntax & Semantics Analysis
Named Entity Recognition (NER)
Sentiment Analysis
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

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