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Hakan Güven Şenzeybek's Projects

fishmarketanalysis-kaggle icon fishmarketanalysis-kaggle

This project analyzed the Fish Market dataset to identify factors influencing the weight of fish caught, using regression models and regularization techniques to make accurate predictions. The study revealed that the length and height of fish are significant factors affecting their weight, providing valuable insights for the fishing industry.

lineerregressioncase icon lineerregressioncase

In this project, I will build a simple linear regression model to predict sales based on TV marketing expenses. I will investigate three different approaches to this problem. I will use NumPy and Scikit-Learn linear regression models, as well as construct and optimize the sum of squares cost function with gradient descent from scratch..

net_income_project icon net_income_project

This code calculates the net income of a shop by subtracting the staff and other expenses from the total earnings. It prompts the user to input the staff expenses and other expenses, and then calculates and displays the net income based on the given inputs.

simple-chatty-bot icon simple-chatty-bot

This project is a realistic and interactive ChatBot powered by AI, designed to assist users in learning programming concepts through conversational interactions and a programming knowledge test.

supplieroptimization icon supplieroptimization

Analyzing historical prices of suppliers A and B, the Company aims to minimize costs in the next twelve months. A consistent split of purchases between the suppliers will be determined, optimizing profitability and guiding contract negotiations.

webscraping_movies icon webscraping_movies

Python script scrapes top 50 movies' info—titles, release years, average rankings—saved in CSV & SQLite (Movies.db) for analysis.

zookeeper icon zookeeper

The Animal Habitat Viewer is a user-friendly program that allows zoo staff to view different animal habitats. The program provides a menu of habitat numbers, and users can select a habitat to see the corresponding animal. It runs continuously without needing to be restarted and includes an exit option for easy program termination.

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