https://github.com/sayamalt/world-university-rating-prediction

Successfully established a machine learning model for predicting the global rating of a specific university based on a set of distinct features.
https://github.com/sayamalt/world-university-rating-prediction

exploratory-data-analysis feature-engineering machine-learning model-deployment regression

Last synced: 13 days ago
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Successfully established a machine learning model for predicting the global rating of a specific university based on a set of distinct features.

• Host: GitHub
• URL: https://github.com/sayamalt/world-university-rating-prediction
• Owner: SayamAlt
• Created: 2022-05-30T21:18:14.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-06-02T15:49:01.000Z (over 2 years ago)
• Last Synced: 2024-11-07T12:47:57.092Z (2 months ago)
• Topics: exploratory-data-analysis, feature-engineering, machine-learning, model-deployment, regression
• Language: Jupyter Notebook
• Homepage:
• Size: 7.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# World-University-Rating-Prediction

Successfully established a machine learning model for predicting the global rating of a specific university based on a set of distinct features.

![World University Ranking Prediction](https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRx7TzwuCIvRGbRq4L5eB2D2A-nU9JfU0sYdbGX0ZMk5i0buekFZZ3JGd9QEvA964IL1QQ&usqp=CAU)

## Deployed Web Application 

Link: https://world-university-ranking-pred.herokuapp.com/

## About Dataset

Of all the universities in the world, which are the best?

Ranking universities is a difficult, political, and controversial practice. There are hundreds of different national and international university ranking systems, many of which disagree with each other. This dataset contains three global university rankings from very different places.

## University Ranking Data

The Times Higher Education World University Ranking is widely regarded as one of the most influential and widely observed university measures. Founded in the United Kingdom in 2010, it has been criticized for its commercialization and for undermining non-English-instructing institutions.

The Academic Ranking of World Universities, also known as the Shanghai Ranking, is an equally influential ranking. It was founded in China in 2003 and has been criticized for focusing on raw research power and for undermining humanities and quality of instruction.


The Center for World University Rankings, is a less well know listing that comes from Saudi Arabia, it was founded in 2012.



  
How do these rankings compare to each other?

  
Are the various criticisms levied against these rankings fair or not?

  
How does your alma mater fare against the world?