NLP: My Solution to Kaggle’s Disaster Tweet Competition

NLP: My Solution to Kaggle’s Disaster Tweet Competition

NLP: My Solution to Kaggle’s Disaster Tweet Competition. The purpose of the Kaggle competition, entitled, “Real or not? NLP with disaster tweets”, is to determine whether a tweet refers to a disaster or not.

Natural language processing, or NLP, is a subfield of linguistics, computer science and artificial intelligence concerned with the interactions between computers and human language, with particular emphasis on how to program computers to process and analyse large amounts of natural language data.

One crucial point about NLP is the fact that the text is bundled up in objects that must be converted to numeric representation before the CPU can do anything with it. In fact, the decimal numbers we see on the computer screen must also be converted to a base two number system comprised of ones and zeros before the computer can use it because the device is designed to utilise binary logic at the heart of its processing unit.

NLP has many applications that help us in our modern lives. The eleven most common applications are:-

Sentiment analysis is able to recognise subtle nuances in emotion and opinion, and determine whether they are positive or negative. The purpose of the Kaggle competition, entitled, “Real or not? NLP with disaster tweets”, is to determine whether a tweet refers to a disaster or not.

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Data Science Projects | Data Science | Machine Learning | Python

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Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.