This repository is a collection of guides and manuals for setting up systems, tools, and environments. It is designed to streamline installation processes and provide quick references for configura…

Useful, tiny bash and python scripts are being collected here.

Yildiz Recycling Project is a social responsibility project aiming to save the environment, raise awareness for recycling and regain uneaten foods.

Case Study for a data engineering job application at a company

Our team (Versed Chimpanzee) came first among 340 people and 148 registered teams (119 teams did submission) in TUM Analytics Cup 2022 challenge sponsored by Siemens Advanta Consulting and organize…

We created a topic modeling pipeline to evaluate different topic modeling algorithms, including their performance on short and long text, preprocessed and not preprocessed datasets, and with differ…

Implementation of C standard library memory-related functions: malloc(), calloc(), realloc(), free() from scratch.

Implemented an auto-clustering tool with seed and number of clusters finder. Optimizing algorithms: Silhouette, Elbow. Clustering algorithms: k-Means, Bisecting k-Means, Gaussian Mixture. Module in…

Scrape English course descriptions from YTU Bologna page via this small program

8 emotions detected in real-time with ~77% accuracy. Used: OpenCV, Python 3, Keras, Data Preprocessing, Deep Learning & Machine learning Techniques.

A Turkish NLP tool built as a computer project. Used: Python 3, Word2Vec, Natural Language Processing Techniques, Linux Bash Script.

Crawled Amazon E-Commerce Website, analyzed & visualized intents of customers. Used: NLP, PyQT4, Python 3, Beautiful Soup 4.

Built a distributed system which completes several objectives with given data to generate loan reports using Amazon Web Services, Apache Spark, Java and Python.

A distributed classification tool developed as a graduation project. Used: Big Data Analysis, Java 8, Spark, Web Mining, Machine Learning.

Handy tool to manage Apache Kafka scripts. You can start Apache-Kafka services, create topics, list topics, create producers and consumers easily. It basically automates shell scripts with the powe…

Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques

TÜBİTAK 2209/A Research Project, including autonomous logistic robot car which can be monitored by mobile app.

Install Hadoop, HDFS, Yarn and Spark on 3 Ubuntu 18.04 Machines

Introduction to Machine Learning Course by Berk Sudan and Mesut Şafak Bilici

Classified and clustered bank clients with respect to their user profile and decided if they should get credit. KNN & KMeans algorithms, K-Fold developed in C without libraries.

Implementation of Statistical Methods via Hadoop Map-Reduce Library.

Implementation of Classic Newton Raphson & Regula Falsi Methods in C

Finds the subsets of a given set.