Kushal997-das / Project-Guidance

:octocat:🌟 The Ultimate resources for beginner to advance level projects all at one place πŸ’» πŸŽ―πŸš€
https://project-guidance-blush.vercel.app/
MIT License
463 stars 329 forks source link

Title: Add Nasa Asteroids Dataset Analysis in Machine Learning #1305

Closed pavitraag closed 1 month ago

pavitraag commented 1 month ago

Is your feature request related to a problem? Please describe.

I'm always frustrated when trying to analyze NASA's Asteroids dataset because it lacks user-friendly tools or features to perform in-depth exploratory data analysis (EDA) and predictive modeling.

Describe the solution you'd like.

I would like to see a comprehensive feature added that integrates the NASA Asteroids dataset directly into the project. This feature should include functionalities for data cleaning, exploratory data analysis (EDA), feature engineering, and building predictive models using machine learning algorithms tailored for asteroid trajectory prediction and risk assessment. Users should be able to visualize asteroid characteristics, analyze historical trajectory data, and predict potential future impacts based on orbital parameters. The feature should also support interactive visualizations and tools to assess the impact probabilities of asteroids on Earth, enhancing both scientific research and public awareness efforts.

github-actions[bot] commented 1 month ago

@pavitraag

It's great having you contribute to this project

Thanks for opening this Issue πŸ™Œ , Welcome to Project Guidance πŸ’– We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)