https://github.com/athari22/classification-with-python

IBM Project
https://github.com/athari22/classification-with-python

classification-algorithm decisiontree decisiontreeclassifier ibm k-nearest-neighbor knn knn-classification logistic-regression lr matplotlib ml numpy pandas python sklearn sklearn-library support-vector-machine svm svm-classifier visualization

Last synced: about 17 hours ago
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IBM Project

• Host: GitHub
• URL: https://github.com/athari22/classification-with-python
• Owner: Athari22
• Created: 2022-09-13T17:45:48.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-09-13T17:56:14.000Z (over 2 years ago)
• Last Synced: 2024-11-08T04:20:53.372Z (about 2 months ago)
• Topics: classification-algorithm, decisiontree, decisiontreeclassifier, ibm, k-nearest-neighbor, knn, knn-classification, logistic-regression, lr, matplotlib, ml, numpy, pandas, python, sklearn, sklearn-library, support-vector-machine, svm, svm-classifier, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 148 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Classification with Python

## Project Overview

This project is a part of the [IBM Data Science Professional Certificate](https://www.coursera.org/professional-certificates/ibm-data-science).

## Description

The idea of the project is to practice all the classification algorithms that we have learned in this course.

## Dataset

This dataset is about past loans. The [Loan_train.csv](https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/ML0101ENv3/labs/loan_train.csv) data set includes details of 346 customers whose loan are already paid off or defaulted .  And [loan_test.csv](https://s3-api.us-geo.objectstorage.softlayer.net/cf-courses-data/CognitiveClass/ML0101ENv3/labs/loan_test.csv).