Hazal Gültekin's repositories
travel_insurance_prediction
In this article, I try to create a machine learning model to predict whether an individual will purchase insurance.
folium_library
I created interactive maps using the Folium library of the Python language.
instagram_reach_analysis
I will explain the task of Instagram Reach Analysis and Prediction with Machine Learning using Python.
spark-streaming-kafka
Kafka integration with Spark Streaming
breast_cancer_classification
Analysis of breast cancer data, especially using the scikit-learn library, and data visualization with Seaborn and Matplotlib
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.
demand_forecasting_model
I implemented an end-to-end demand forecasting model using Machine Learning technique with Python.
geopy_library
Convert Address to Latitude Longitude using Geopy Python Library
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.
internet-speeds-pandas
Internet broadband and mobile speeds by country
mllib-exam
Linear Regression implementation with Spark Mllib
sparkstreaming-time-window
Message Analysis with Spark Streaming Time Window
silhouette_score
I described the silhouette score with a code example.
arima_model
In this article, I made a time series analysis and forecasting example using the ARIMA model in Python.
car_price_prediction
In this article, I made a machine learning (ML) project to predict car prices using different regression algorithms.
health_insurance_cost_prediction
My project is where I use different regression algorithms to predict health insurance costs from people's personal health data.
house_price_prediction
It is a machine learning (ML) project to predict house prices using different regression algorithms.
optuna_hyperparameter
I explained the hyperparameter optimization of the LightGBM model with optuna on an example.
weather_forecasting
I made a weather forecast based on a dataset containing historical weather data for a specific location.