berksudan Goto Github PK

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

analysis-on-big-data-with-hadoop

Implementation of Statistical Methods via Hadoop Map-Reduce Library.

autonomous-robot

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

c-memory-allocations-from-scratch

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

credit-approval-tool

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.

data-engineering-case-study-with-sql-optimization-and-python-data-integration

Case Study for a data engineering job application at a company

distributed-environment-installation-guide

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

gcn-text-classification

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

gdelta-events-collector

loan-data-report-with-aws

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

ml-101-course

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

newtonraphsonregulafalsi

Implementation of Classic Newton Raphson & Regula Falsi Methods in C

otmisc-topic-modeling-tool

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 different embedding models. Finally, we summarized the results and suggested how to choose algorithms based on the task.

pyspark-auto-clustering

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 includes micro-macro pivoting, and dashboards displaying radius, centroids, and inertia of clusters. Used: Python, Pyspark, Matplotlib, Spark MLlib.

python-kafka-server

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 power of simplicity and great scalability of Python 3.

real-time-emotion-detection

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

sentiment-analysis-on-e-commerce

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

subset-finder

Finds the subsets of a given set.

success-prediction-on-e-learning

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

tum-analytics-cup-2022-winner-versed-chimpanzee

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 organized by TUM Informatics Decision Sciences & Systems Department.

useful-tiny-scripts

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

where-is-the-answer

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

yildiz-recycling

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

ytu-bologna-english-curriculum-scraper

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