MatTheTab's repositories
Credit-Score-Project
Analysis of Credit score dataset from Kaggle for a case study
Algorithms_and_Data_Types_Projects
Experiments, solutions and conclusions to projects concerning Algorithms and Data Types
Animal_Project_OOP
C++ project for object oriented programming classes. It is meant to be a simple simulation of the natural world coded according to specifications of object oriented programming.
C_Projects_for_low_level_coding
Repository of low level programs in C language
chess-tracking
Tracking chess- piece movements with classical Computer Vision techniques
Clustering_Project
This project focuses on clustering analysis of a Kaggle dataset using various techniques and hyperparameters. The primary objective is to explore and apply different clustering algorithms to uncover patterns and groupings within the data. The project utilizes a Data Version Control (DVC) repository to manage the dataset and experiment tracking.
Data_Science_Salaries_Project
Repository for regression project aimed to determine salary for data science specialists based on provided attributes.
Decision_Analysis
Repository for Decision Analysis projects.
Games_Recommendation_System
This project focuses on building a game recommendation system using Python, utilizing a publicly available database. The aim is to develop an intelligent system that suggests personalized game recommendations based on user preference.
GHOST_RL_materials
Materials for Reinforcement Learning and Machine Learning in games for GHOST.
GNN_Beksinski_Van_Gogh
Short project attempting to perform a style transfer from Beksiński to Van Gogh and the other way around using the GANs architecture.
Good_Books_Reviews_Sentiment_Classification
Sentiment Analysis Project based on publicly available Kaggle dataset.
Google_Hashcode_2020
This Repository is a hybrid solution between greedy and genetic algorithm approach for google Hash code 2020 competition's qualification round. It also constitutes the final project for Combinatorial Optimization classes.
grain-bank-mvn
Repository for a simple Java project created for Software Engineering classes
interactive-dashboard
Interactive Dashboard created in R functioning as a game recommendation system. Also part of the final project for Data Visualization classes.
IT_Projects_Encodings
Simple implementation of two popular encodings: Huffman and LZW encoding.
Java_Animal_Simulation
This is the final project for object oriented programming classes(OOP). It is meant to combine rules of clean coding using OOP principles with concurrency, front-end development, and many more functionalities in a form of simulation of animals living in the savanna.
Machine-Learning-and-Data-Science
Repository containing miscellaneous ML and DS projects.
Movie-Recommendation-system
Movie recommendation system creating using Python based on IMDB's film dataset.
PagePython
Python app for a library book renting system utilizing distributed systems with Cassandra.
quantum-practice
Implementation of well-known qunatum algorithms
scenario-quality-checker
For analysts documenting functional requirements with scenarios, our SQC application will provide quantitative information and enable detection of problems in functional requirements written in the form of scenarios. The application will be available via GUI and also as a remote API, thanks to which it can be integrated with existing tools.
super-resolution
Computer Vision neural networks project
zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.