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prathimacode-hub / ML-ProjectKart

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
https://prathimacode-hub.github.io/ML-ProjectKart/
Mozilla Public License 2.0
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Flight Delay Prediction #31

Closed Manasi2001 closed 3 years ago

Manasi2001 commented 3 years ago

Hey LGM-SOC participant, great to have you here! 😀 If you feel like working on this issue, you may refer to this dataset or any other dataset of your choice. Try to use at least 3-4 algorithms and draw comparisons between them all. Don't forget to follow proper project structure for code as well as for the README. Happy coding :)

Sumit11081996 commented 3 years ago

Hi @prathimacode-hub can you assign me this issue.

prathimacode-hub commented 3 years ago

You are up for Model Creation? @Sumit11081996

Sumit11081996 commented 3 years ago

Yes @prathimacode-hub

Manasi2001 commented 3 years ago

Go ahead @Sumit11081996 👍🏻

shivani6320 commented 3 years ago

Hello. I would like to contribute to this project as aLGMSOC21 Participant. Please assign me this issue. Thank you.

prathimacode-hub commented 3 years ago

Are you sure you want to work on this issue? Kindly say your approach you would follow, algorithms you would consider and and the task you are going to choose? Then, it can be assigned to you. @shivani6320

shivani6320 commented 3 years ago

I would first perform Exploratory data analysis and data visualizations to gain insights from the data. I can use ensemble modeling approach and use various Classification models like RandomForest,KNN,NaiveByes, Catboost,Adaboost, GradientBoost Classifier- to predict future delays in flights.Which ever model gives better results, I will move forward with it.

Manasi2001 commented 3 years ago

Go ahead @shivani6320 👍🏻