https://github.com/vergosss/data_mining_and_machine_learning
Data Mining and Machine Learning 2022-2023 CEID Project. The project entails a COVID-19 Dataset including information about each country's statistics regarding COVID-19. Libraries used: sklearn,pandas,tensorflow.
https://github.com/vergosss/data_mining_and_machine_learning
clustering data-visualization ipython kmeans matplotlib pandas regression rnn scipy seaborn sklearn svr tensorflow
Last synced: 23 days ago
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Data Mining and Machine Learning 2022-2023 CEID Project. The project entails a COVID-19 Dataset including information about each country's statistics regarding COVID-19. Libraries used: sklearn,pandas,tensorflow.
- Host: GitHub
- URL: https://github.com/vergosss/data_mining_and_machine_learning
- Owner: Vergosss
- Created: 2023-04-30T18:41:28.000Z (about 2 years ago)
- Default Branch: master
- Last Pushed: 2025-04-27T11:31:55.000Z (25 days ago)
- Last Synced: 2025-04-27T12:31:25.682Z (25 days ago)
- Topics: clustering, data-visualization, ipython, kmeans, matplotlib, pandas, regression, rnn, scipy, seaborn, sklearn, svr, tensorflow
- Language: Python
- Homepage:
- Size: 4.04 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Data_Mining_and_Machine_Learning
Data Mining and Machine Learning 2022-2023 CEID Project(spring semester course). The project entails a COVID-19 Dataset including information about each country's statistics regarding COVID-19. The repository includes python code that analyzes the dataset, visualizes data
, performs clustering to evaluate countries' success handling covid-19 and finally a regressor based on Support Vector Machines(SVMs) and one on RNNs to forecast Greece's Cases the 3 next days after the day of analyzing, is implemented. Project report also included. The libraries i worked on
are scikit-learn,numpy,pandas,matplotlib,sciPy and tensorflow.