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Identify Hate Speech in Malay-Language Tweets

Data - 1,860 tweets in Malay language
Purpose - Build a machine learning model to identify tweets containing hate speech

Hate_01_TFIDF.ipynb
Identify hate speech using TF-IDF (Term Frequency - Inverse Dense Frequency).

Hate_02_Vectors.ipynb
Transform Malay words into embeddings for further processing.

Hate_03_Random_Search.ipynb
Search for the best hyperparameters for RNN (recurrent neural network) model.

Hate_04_RNN.ipynb
Build an RNN model to identify hate speech with the best hyperparameters.

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Identify hate speech in Malay-language tweets.

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