Szymon-Budziak
AI Student at University of Amsterdam | Data scientist @ Transmission Dynamics Poland
Transmission Dynamics PolandAmsterdam, the Netherlands
Pinned Repositories
Acoustic_vibrations_of_the_material_layer_FEM_solution
Solution of the acoustic vibrations of the material layer in Matlab using FEM. If you use it and it helped you please leave a star ⭐
AI_football_game_analysis
Football game analysis using YOLOv8 for object detection, Optical Flow for motion tracking, speed and distance calculations, perspective transformation, and K-Means clustering for pixel segmentation.
AI_stock_trading_bot
AI stock trading bot in Python.
Algorithms_and_Data_Structures_course_AGH
Solutions from Algorithms and Data Structures course at AGH University of Krakow. Please leave a star if it helped You ⭐
Fashion_MNIST_GAN
Generative Adversarial Network (GAN) built with CNNs for both the generator and discriminator, implemented in TensorFlow and trained on the Fashion MNIST dataset.
MOwNiT_course_AGH
MOwNiT course at AGH.
nmt-for-low-resource-lang
Multilingual Neural Machine Translation for low-resource languages using Hugging Face Transformers.
Predicting_inflation_in_Poland
Forecasting future inflation in Poland using selected economic indicators through models like ARIMA, Prophet, XGBoost and LSTM.
SPV_node
A lightweight blockchain SPV (Simplified Payment Verification) node implemented in C++, enabling users to verify transactions without downloading the entire blockchain.
Text_algorithms_course_AGH
Solutions from Text algorithms course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak's Repositories
Szymon-Budziak/Text_algorithms_course_AGH
Solutions from Text algorithms course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Machine_learning_basics_course_AGH
Solutions from Machine learning basics course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/AI_traffic_analysis
Traffic analysis using AI models - Yolo v11.
Szymon-Budziak/Distributed_systems_course_AGH
Solutions from Distributed systems course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Operating_systems_course_AGH
Solutions from Operating systems course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Operations_research_course_AGH
Project from Operations research course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/AI_football_game_analysis
Football game analysis using YOLOv8 for object detection, Optical Flow for motion tracking, speed and distance calculations, perspective transformation, and K-Means clustering for pixel segmentation.
Szymon-Budziak/AI_tennis_game_analysis
Tennis game analysis using AI models such as YOLO.
Szymon-Budziak/Fashion_MNIST_GAN
Generative Adversarial Network (GAN) built with CNNs for both the generator and discriminator, implemented in TensorFlow and trained on the Fashion MNIST dataset.
Szymon-Budziak/nmt-for-low-resource-lang
Multilingual Neural Machine Translation for low-resource languages using Hugging Face Transformers.
Szymon-Budziak/Predicting_inflation_in_Poland
Forecasting future inflation in Poland using selected economic indicators through models like ARIMA, Prophet, XGBoost and LSTM.
Szymon-Budziak/WebChat_django_chat
"WebChat" a real-time chat application project written in Django, Channels and design along with Tailwind CSS for WebRTC and Secure System Design courses at UNINA
Szymon-Budziak/Artificial_Intelligence_in_Information_Systems_course_AGH
Szymon-Budziak/Bird_Species_Recognition_AML2024
Deep learning-based classification of 200 bird species using image classification models like ViT, ResNet and EfficientNet.
Szymon-Budziak/CodeBrainers
CodeBrainers teaching materials.
Szymon-Budziak/Data_mining_course_AGH
Data mining course at AGH UST.
Szymon-Budziak/Flood_prediction
Flood prediction with Linear Regression and other ML models
Szymon-Budziak/GIF_Portal_dApp
Decentralized application "GIF Portal" on Solana Blockchain.
Szymon-Budziak/Household_Electric_Power_Consumption_prediction
Time Series analysis of Household Electric Power Consumption
Szymon-Budziak/Machine_Learning_2_course_UvA
Solutions from Machine Learning 2 course at UvA.
Szymon-Budziak/Machine_learning_course_UNINA
Solutions from Machine learning course at UNINA. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Matrix_calculus_algorithms_course_AGH
Szymon-Budziak/Neural_Networks_and_Deep_Learning_course_AGH
Solutions from Neural Networks and Deep Learning course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Organization_of_Database_Management_Systems_course_AGH
Organization of Database Management Systems course at AGH UST.
Szymon-Budziak/Probability_theory_and_Statistics_course_AGH
Solutions from Probability theory and Statistics course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Real_Estate_House_prices_prediction
Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.
Szymon-Budziak/Recommendation_systems_course_AGH
Solutions from Recommendation systems course at AGH UST. If you use it and it helped you please leave a star ⭐
Szymon-Budziak/Save_that_bridge_android_game
"Save that bridge!" android game for Game Design and Development course at UNINA
Szymon-Budziak/TennisDAO
DAO application based on blockchain for tennis fans.
Szymon-Budziak/WebRTC_course_UNINA
Solutions from Web and Real Time Communication Systems course at UNINA. If you use it and it helped you please leave a star ⭐