June 2018
Intermediate to advanced
276 pages
6h 26m
English
Content preview from Mastering Machine Learning for Penetration Testing
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NLP in-depth overview
NLP is the art of analyzing and understanding human languages by machines. According to many studies, more than 75% of the used data is unstructured. Unstructured data does not have a predefined data model or not organized in a predefined manner. Emails, tweets, daily messages and even our recorded speeches are forms of unstructured data. NLP is a way for machines to analyze, understand, and derive meaning from natural language. NLP is widely used in many fields and applications, such as:
- Real-time translation
- Automatic summarization
- Sentiment analysis
- Speech recognition
- Build chatbots
Generally, there are two different components of NLP:
- Natural Language Understanding (NLU): This refers to mapping input into a useful ...
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