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Fatih Afşin's Projects

cyberbulling-diagnosis icon cyberbulling-diagnosis

Twitter adlı sosyal medya uygulamasından elde edilen veriler ile oluşturulmuş veri setinde doğal dil işleme yöntemleri kullanılarak siber zorbalık tespitinin yapılması hedeflenmiştir. Porje bir sınıflandırma problemi olduğu için çeşitli sınıflandırma algoritmaları kullanılarak başarım oranları ölçülmüştür.

e_ticaret_gorsellestirme icon e_ticaret_gorsellestirme

E-Ticaret ile alakalı oluşturduğum klasör'deki Veri Setini Merkez Bankasının Apisine bağlanarak elde ettiğim Türkiyenin Son 5 yılda haftalara göre verilerdir .

fake_news_detected-nlp- icon fake_news_detected-nlp-

Fake News Detection using Natural Language Processing methods. There are 2 different studies in this repository. The first is my work using the LSTM neural network. The second one consists of the works I have done using the Multinomial NaiveBayes and Logistic Regresion algorithms using TFIDF Vectorizer.

titanic_ml_experience icon titanic_ml_experience

Kaggle platformunda bulunan titanik veri seti yarışması için yapmış olduğum çalışmam.

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