berkay

Projects

To-Do App

to_do_app

A simple to-do app.

Used Technologies

  • NodeJS - ExpressJS
  • PostgreSQL
  • VanillaJS
  • EJS
  • CSS

Joker Website

joker-website-project

A website that makes you laugh with jokes from JokeAPI.

Used Technologies

  • NodeJS - ExpressJS
  • RESTAPI
  • VanillaJS
  • EJS
  • CSS

Blog Project with NodeJS

nodejs-blog-project

A blog built with the NodeJS.

Used Technologies

  • NodeJS / ExpressJS
  • RESTAPI
  • VanillaJS
  • EJS
  • CSS

Blog Project with Django

django-blog-project

A blog built with the Django framework. As you can see there is almost no frontend work in this project, but the backend works like fire🔥.

Note: This project was made with the help of this course.

Used Technologies

  • Python / Django
  • SQL
  • HTML
  • CSS

Food Delivery Website Design

food-delivery-website-design

A food delivery start-up website design with 9 sections.

Used Technologies

  • HTML
  • CSS

Breast Cancer Classification with CV Algorithms

breast-cancer-classification

Creating a breast cancer cell classifier with PCA, NCA and KNN algorithms. Best algorithm was NCA with 99.4% prediction accuracy for this dataset.

Used Technologies

  • Python / scikit-learn

Blood Cell Type Classification with Convolutional Neural Network

blood-cell-segmentation

An attempt to train a high accuracy red and white blood cell classifier convolutional neural network. The network achieved 97.92% overall prediction accuracy which is a good rate. I made this project with MATLAB instead of Python, it's my fantasy world.

Used Technologies

  • MATLAB

Vehicle Fuel Consumption Prediction with Regression Models

Training multiple regression models for vehicle fuel consumption prediction. Linear regression, Ridge, Lasso, ElasticNet and XGBoost models trained on consumption data.

Used Technologies

  • Python / scikit-learn
  • Python / SciPy