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model-deployment

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Successfully established a machine learning regression model which can estimate the gross Black Friday sales for a particular customer, based on a distinct set of related and meaningful features, to a fair level of accuracy.

  • Updated Apr 28, 2023
  • Jupyter Notebook

Tech Challenge of the Postgraduate in Data Analytics, from FIAP, analyzing Brent Oil price data, in comparison with historical, economic and societal data, integrating correlation and causality analyzes of items with prices, as well as developing a model forecast and an importance analysis through information gain from a forest model (XGBoost)

  • Updated Jan 28, 2024
  • Jupyter Notebook

6 haber kategorisinde haber metinlerini sınıflandıran modeldir. MNaiev Bayes algoritması ve vektörel dönüşüm işlemleri ile basit anlamda geliştirilmiş bir modeldir. Model Flask ile Heroku'ya deploy edilecek duruma getirilmiştir. Aşağıdaki adresten modeli test edebilirsiniz. https://flask-news-class.herokuapp.com/ Haber Kategorileri: 0: 'magazin'…

  • Updated Jul 6, 2023
  • Jupyter Notebook

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