Michail Bakalianos
bakalianosm
Currently studying MSc in Data Science at Uppsala University.
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A repository containing 2 projects that are using Neural Networks. The first project is a program that is used for Time Series Forecasting and the second one is used for anomaly detection in Time Series. The time series in these programs is a stock's price that we are use for training.
In this repository , i have made a text classification for some comments to discriminate them as insulting or neutral .
This is a project I had to implement in the course of Operating Systems [2020-2021] . That is a data structure assignment that uses a Hash Table and an Inverted Index to hold Student's data.
Repositories
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This is a project I had to implement in the course of Operating Systems [2020-2021] . That is a data structure assignment that uses a Hash Table and an Inverted Index to hold Student's data.
A music genre classification application using CNN and Transformer models trained on the GTZAN dataset. The app processes audio files, extracts Mel-frequency cepstral coefficients (MFCC) and Mel Spectrogram features via Librosa, and classifies genres with a lightweight CNN for real-time inference and a Transformer model for enhanced accuracy.
Analyze Spotify music trends with the Spotipy API! This project fetches track data by genre, visualizes popular trends, and explores correlations between release years, popularity, and track duration. Includes data cleaning, genre analysis, and insightful visualizations. 🚀
A project we had to complete in Data Mining course for AirBnB real data.
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In this repository , i have made a text classification for some comments to discriminate them as insulting or neutral .
Game of Life implementation in C .
The first programming project i completed ever . In the course of Introduction to Programming we had to implement a program that finds prime numbers within the Deterministic (slow) way that checks each number tha has the probability to be prime and the second is Using Miller Rabin Algorithm fro primality check.
Worked for a while to make an implementation for Legend Of 5 Rings card game without graphics . Just posting the whole project with the separate classes that needed to complete the game.
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This is a repo that I design and hold different data structures and problems that are used in different interview processes. It a project that I am doing in my free time and not in the university.
Assignments for both courses Data Engineering I and Data Engineering II tough by Uppsala University
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
Leveraged Google Gemini API and Gradio, in order to create and prompt a chatbot that will act as a mushroom expert.
Virtual bartender using Furhat Robotics with real-time emotion detection via ResNet-18 and adaptive, context-aware interactions.
A fall detection system utilizing MMAction2, VideoMAE V2, and UniFormer V2 to analyze real-world video datasets. The project explores the impact of clip lengths and frame rates on model performance, with optimized training configurations for enhanced accuracy and efficiency. Designed for practical applications in video-based fall detection.
A repository containing 2 projects that are using Neural Networks. The first project is a program that is used for Time Series Forecasting and the second one is used for anomaly detection in Time Series. The time series in these programs is a stock's price that we are use for training.
No description provided.