Top foreign language analysis #519

[ghousiya47]

Pull Request for ML-Crate 💡

Issue Title: Top foreign language analysis #519

• Info about the related issue (Aim of the project) : The aim of this project is to analyze the top foreign languages based on the given dataset.
• Name: Ghousiya Begum
• GitHub ID: ghousiya47
• Idenitfy yourself: Student (Mentee at JWOC'24)

Closes: #519 issue number that will be closed through this PR

Describe the add-ons or changes you've made 📃

I have analyzed Top Foreign Language Dataset, done enough EDA, and even created a model to predict price of Tutors per lesson in USD for different Languages.

Type of change ☑️

What sort of change have you made:

• [x] Bug fix (non-breaking change which fixes an issue)

• [x] New feature (non-breaking change which adds functionality)

• [x] Code style update (formatting, local variables)

• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)

• [ ] This change requires a documentation update

How Has This Been Tested? ⚙️

I have done EDA and visualized, analyzed data, analyzed which language is mostly preferred. English Language is mostly preferred. Then created a regression model using different algorithms and got a good R-squared.

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [x] I have made corresponding changes to the documentation.
• [x] My changes generate no new warnings.
• [x] I have added things that prove my fix is effective or that my feature works.
• [x] Any dependent changes have been merged and published in downstream modules.

[github-actions[bot]]

Our team will soon review your PR. Thanks @ghousiya47 :)

[ghousiya47]

@abhisheks008 sir i have created a pull reuest please review it.

[abhisheks008]

Slight typing mistake is there, the file name should be README.md instead of Readme.md. @ghousiya47

[ghousiya47]

@abhisheks008 I have renamed to README.md. is everything correct? or do i need to perform few more projects?

[abhisheks008]

Hi @ghousiya47 the file name is README.md, not READMEmd

[abhisheks008]

Hi @ghousiya47 can you please share your email ID for further communication?

[ghousiya47]

@abhisheks008 my email ID is: itzzghousiya04@gmail.com