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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Tweets Analysis using Bert

#artificialintelligenceMar-8-2021, 01:50:07 GMT

This tutorial includes a simplified and clean implementation of Bert using ktrain to classify tweets which placed me in the top 15% of the leaderboard on kaggle. Predict which Tweets are about real disasters and which ones are not using Bert Model. We would be using numpy and pandas for processing our dataset, matplotlib and seaborn for data visualization, and ktrain for implementing our bert model. We would first see all the features having missing values. This would include data from both the training and testing dataset.

dataset, kaggle, tweet analysis, (7 more...)

#artificialintelligence

Technology: Information Technology > Artificial Intelligence > Natural Language (0.34)

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