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🎓 Currently studying Computer Science.
⭐️ Interested in Data Science, Machine Learning and generally Coding.

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Giorgos Atmatzidis's Projects

crc icon crc

Cyclic redundancy check for binary messages.

lettergame icon lettergame

LetterGame implemented in PDDL for academic purposes for NCO-04-02 : Artificial Intelligence

outliersdetection icon outliersdetection

This project utilizes Apache Spark for outlier detection on 2D point data, employing the K-means clustering algorithm. The K-means algorithm is leveraged to group normal data points, and outliers are identified based on their deviation from the established clusters.

r-star-tree icon r-star-tree

Implementation of R*-tree for spatial data organisation and processing.

survey-distributed-machine-learning icon survey-distributed-machine-learning

This is a bibliography survey upon Distributed Machine Learning. The survey contains algorithmic selections and architectures that can facilitate distributed learning on ML models. There is also a part that presents MLlib, a ML library from Apache Spark for distributed ML implementations.

watercolorsort icon watercolorsort

Implementation of Water Color Sort problem and BFS algorithm for its solution.

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