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Name: Berk Sudan
Type: User
Bio: MSc Data Engineering and Analytics @ TUM | ML & Data Engineer
Location: Munich
Name: Berk Sudan
Type: User
Bio: MSc Data Engineering and Analytics @ TUM | ML & Data Engineer
Location: Munich
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Implementation of Statistical Methods via Hadoop Map-Reduce Library.
TÜBİTAK 2209/A Research Project, including autonomous logistic robot car which can be monitored by mobile app.
Implementation of C standard library memory-related functions: malloc(), calloc(), realloc(), free() from scratch.
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.
Case Study for a data engineering job application at a company
Install Hadoop, HDFS, Yarn and Spark on 3 Ubuntu 18.04 Machines
Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques
Built a distributed system which completes several objectives with given data to generate loan reports using Amazon Web Services, Apache Spark, Java and Python.
Introduction to Machine Learning Course by Berk Sudan and Mesut Şafak Bilici
Implementation of Classic Newton Raphson & Regula Falsi Methods in C
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.
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.
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.
8 emotions detected in real-time with ~77% accuracy. Used: OpenCV, Python 3, Keras, Data Preprocessing, Deep Learning & Machine learning Techniques.
Crawled Amazon E-Commerce Website, analyzed & visualized intents of customers. Used: NLP, PyQT4, Python 3, Beautiful Soup 4.
Finds the subsets of a given set.
A distributed classification tool developed as a graduation project. Used: Big Data Analysis, Java 8, Spark, Web Mining, Machine Learning.
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 bash and python scripts are being collected here.
A Turkish NLP tool built as a computer project. Used: Python 3, Word2Vec, Natural Language Processing Techniques, Linux Bash Script.
Yildiz Recycling Project is a social responsibility project aiming to save the environment, raise awareness for recycling and regain uneaten foods.
Scrape English course descriptions from YTU Bologna page via this small program
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.