https://github.com/mohamedezzeldeenhassanmohamed/data-mining-project

Data minnig GUI project to predict laptop prices,I uses most of ML algorithmes here
https://github.com/mohamedezzeldeenhassanmohamed/data-mining-project

data data-mining-assignments datamining-algorithms datapreprocessing decision-trees entropy gini k-means-clustering knn-classification laptop-dataset laptop-price-prediction linear-regression logistic-regression ml mlalgotithms naive-bayes-classifier pca python svm-classifier visualization

Last synced: 7 months ago
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Data minnig GUI project to predict laptop prices,I uses most of ML algorithmes here

• Host: GitHub
• URL: https://github.com/mohamedezzeldeenhassanmohamed/data-mining-project
• Owner: mohamedezzeldeenhassanmohamed
• Created: 2023-07-08T09:54:34.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-07-08T11:23:27.000Z (over 2 years ago)
• Last Synced: 2025-01-30T20:41:40.493Z (9 months ago)
• Topics: data, data-mining-assignments, datamining-algorithms, datapreprocessing, decision-trees, entropy, gini, k-means-clustering, knn-classification, laptop-dataset, laptop-price-prediction, linear-regression, logistic-regression, ml, mlalgotithms, naive-bayes-classifier, pca, python, svm-classifier, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 5.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Data-Mining-Project

Very large data minnig GUI project to predict laptop prices,I use most of ML algorithmes here.

I follow the real steps of any data minning project.

[Data Mining project.pptx](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/files/11990413/Data.Mining.project.1.1.pptx),This file illustrates everything in this project theoretically and technologically.

# Screens of GUI App

1.no-algorithm ML applied

![no-algorithm](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/865df75a-fa0e-44f4-a66b-48c4c43b7c6d)

2.linear-regression algorithm ML applied

![linear-regression](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/64a416da-c8d7-4a69-b38a-8cdc4e623230)

3.KNN algorithm ML applied

![KNN](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/13b442f6-189b-4eff-a315-9b615ffa0836)

4.SVM algorithm ML applied

![SVM](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/66addc0d-d13d-43af-9fdd-afc4effb71c2)

5.naivebayes algorithm ML applied

![naivebayes](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/090dc1c3-a276-43a1-909a-b8644497e7e9)

6.Logistic Regression algorithm ML applied

![Logistic Regression](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/457fe999-62c3-468c-a568-28b6e03194eb)

7.Decision Tree algorithm ML applied

![Decision Tree](https://github.com/mohamedezzeldeenhassanmohamed/Data-Mining-Project/assets/94178842/f34b304f-ada8-40d4-bfcd-c2512030672c)