Projects in Awesome Lists by ondrejhruby
A curated list of projects in awesome lists by ondrejhruby .
https://github.com/ondrejhruby/airbnb-analysis-machine-learning
A comprehensive end-to-end machine learning project analyzing Airbnb listings data. This project includes exploratory data analysis, model training, optimization, and model interpretability, using a randomly generated dataset for demonstration purposes.
airbnb-data data-science data-visualization exploratory-data-analysis hyperparameter-tuning machine-learning model-interpretability python regression-analysis
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/fashion-mnist
Machine Learning Project: Fashion MNIST Classification using Random Forest and PCA for dimensionality reduction.
classification computer-vision data-processing dimensionality-reduction fashion-mnist feature-extraction image-classification machine-learning machine-learning-algorithms pca pca-analysis python random-forest scikit-learn
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/fashion-mnist-cnn
Deep Learning Project: Image classification with Fashion MNIST using Convolutional Neural Networks (CNN).
classification cnn computer-vision data-preprocessing deep-learning fashion-mnist image-classification keras machine-learning neural-networks python tensorflow
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/cucumber-harvest-prediction
A neural network-based project predicting cucumber harvesting time using randomly generated data for demonstration purposes. Showcasing skills in machine learning, data preprocessing, and model evaluation.
cucumber-harvest-prediction data-processing data-science machine-learning neural-network python regression-models synthetic-data tensorflow
Last synced: 21 Nov 2024
https://github.com/ondrejhruby/fruit-recognition
Fruit Recognition using CNN and Pre-trained Models (ResNet, VGG16, VGG19, Inception): A comprehensive deep learning project showcasing multiple approaches for classifying fruit images using custom CNN and state-of-the-art pre-trained models.
image-classification image-recognition inceptionv3 machine-learning resnet vgg16 vgg19
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/countries-of-the-world
Explore global data with this repository, featuring insights, visualizations, and Python code examples on countries worldwide—perfect for enhancing your data analysis and visualization skills.
data-analysis data-science data-visualization geography jupyter-notebook machine-learning matplotlib pandas python statistics
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/chatbot-calistfitness
A Rasa-powered NLP chatbot designed to assist with personalized fitness coaching, answer frequently asked questions, and provide ongoing support to clients of CalistFitness. The bot combines knowledge of calisthenics and traditional fitness to offer unique insights and personalized advice.
ai artificial-intelligence chatbot conversational-ai customer-support fitness-coach health-and-fitness machine-learning nlp nlp-machine-learning python rasa
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/fitnessapp
Fitness Social Media and Workout Log App (Java, node.js, LoopBack, typescript)
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/websites
In this repository you will find source files of websites that I have worked on either by myself or in a team
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/blackjack
Command-line Blackjack game implemented in Python, where players can test their luck and strategy against a computer dealer. The game follows classic Blackjack rules, allowing players to hit, stand, and try to reach 21 without busting.
blackjack blackjack-game card-game command-line-game console-game game-development game-logic interactive-game object-oriented-programming oop python python-game randomization terminal-game
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/hangman
Hangman Game: A classic text-based Hangman game built in Python where players guess letters to uncover a hidden word before running out of attempts.
cli-games game-development interactive-game logic-programming python string-manipulation text-based-game word-games
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/timebox
A Python program designed to help you manage your time efficiently by creating timed work sessions, enhancing productivity, and keeping you on track.
automation command-line-tool focus pomodoro-technique productivity python scripting time-management timer workflow-enhancement
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/datascrapper
A Python script for scraping and extracting data from specific sources, designed to automate data collection and streamline information retrieval.
automation beautifulsoup data-cleaning data-extraction data-processing error-handling python requests scripting web-scraping
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/todo-list
To-Do List application in Python that helps users manage tasks by adding, listing, and removing items efficiently
cli-application command-line-tool console-app data-manipulation file-handling interactive-app productivity python task-manager todo-list
Last synced: 15 Mar 2025
https://github.com/ondrejhruby/pythonessentials
A comprehensive guide to Python essentials, featuring a variety of code examples demonstrating basic to advanced concepts. This repository is ideal for beginners and intermediate learners looking to strengthen their Python programming skills through practical exercises.
algorithms classes-and-objects data-structures functions jupyter-notebook programming python
Last synced: 15 Mar 2025