https://github.com/kolonaukowe-rai/kurs-machine-learning

A repository with materials for Machine Learning Course
https://github.com/kolonaukowe-rai/kurs-machine-learning

classification course gradient-boosting learning machine-learning obsidian politechnikapoznanska project python3 regression scientific-club website

Last synced: 28 days ago
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A repository with materials for Machine Learning Course

• Host: GitHub
• URL: https://github.com/kolonaukowe-rai/kurs-machine-learning
• Owner: KoloNaukowe-RAI
• Created: 2024-07-30T21:06:50.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-12-19T20:30:24.000Z (about 1 month ago)
• Last Synced: 2024-12-19T21:28:59.482Z (about 1 month ago)
• Topics: classification, course, gradient-boosting, learning, machine-learning, obsidian, politechnikapoznanska, project, python3, regression, scientific-club, website
• Language: Jupyter Notebook
• Homepage: https://kolonaukowe-rai.github.io/Kurs-Machine-Learning/
• Size: 18.2 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Kurs-Machine-Learning

Link do strony internetowej: https://kolonaukowe-rai.github.io/Kurs-Machine-Learning/

# Autorzy:

- [@dariak153](https://github.com/dariak153)

- [@mmcza](https://github.com/mmcza)

# Zbiory danych

Umieszczone w zakładce [dane](https://github.com/KoloNaukowe-RAI/Kurs-Machine-Learning/tree/main/Tasks/dane) pliki pochodzą z (datasets in the [dane](https://github.com/KoloNaukowe-RAI/Kurs-Machine-Learning/tree/main/Tasks/dane) directory come from):

- Student_Performance.csv - https://www.kaggle.com/datasets/nikhil7280/student-performance-multiple-linear-regression/data,

- healthcare-dataset-stroke-data.csv - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset,

- f1_race_results.csv - zebrane przy pomocy api Ergast oraz dodatkowo przetworzone w celu inżynierii cech (gathered with Ergast's api, and additionally processed for feature engineering),

- top10K-TMDB-movies.csv - https://www.kaggle.com/datasets/ahsanaseer/top-rated-tmdb-movies-10k.