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Hazal Gültekin's Projects

arima_model icon arima_model

In this article, I made a time series analysis and forecasting example using the ARIMA model in Python.

breast_cancer_classification icon breast_cancer_classification

Analysis of breast cancer data, especially using the scikit-learn library, and data visualization with Seaborn and Matplotlib

car_price_prediction icon car_price_prediction

In this article, I made a machine learning (ML) project to predict car prices using different regression algorithms.

credit_card_fraud_detection icon credit_card_fraud_detection

I will examine the Credit Card Fraud Detection dataset and then apply various methods to the dataset to deal with the imbalance in the dataset.

folium_library icon folium_library

I created interactive maps using the Folium library of the Python language.

geopy_library icon geopy_library

Convert Address to Latitude Longitude using Geopy Python Library

gold_price_prediction icon gold_price_prediction

In this project, I am trying to do exploratory data analysis (EDA) and create a machine learning model to predict the Gold price. I'm trying to solve the regression problem for predicting gold prices relative to other stock prices.

house_price_prediction icon house_price_prediction

It is a machine learning (ML) project to predict house prices using different regression algorithms.

mllib-exam icon mllib-exam

Linear Regression implementation with Spark Mllib

optuna_hyperparameter icon optuna_hyperparameter

I explained the hyperparameter optimization of the LightGBM model with optuna on an example.

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