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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Engineering Career Role prediction using Machine learning #959

Closed RajKhanke closed 2 months ago

RajKhanke commented 2 months ago

This project aims to predict the career roll of engineering students (ex : data analyst , IT Manager etc.) based on given Kaggle dataset : https://www.kaggle.com/datasets/shijo96john/career-prediction

dataset columns : Percentage in Operating Systems Percentage in Algorithms Percentage in Programming Concepts Percentage in Software Engineering Percentage in Computer Networks Percentage in Electronics Subjects Percentage in Computer Architecture Percentage in Mathematics Percentage in Communication Skills Hours working per day hackathons coding skills rating public speaking points can work long time before system? self-learning capability? Extra-courses did certifications workshops talent tests taken? Olympiads reading and writing skills [1-5] memory capability score [1-10] higher education?

I will do a complete data analysis ,EDA , feature engineering and try different models for training and evaluation. I will develop a Streamlit GUI based application for taking input and doing prediction.

RajKhanke commented 2 months ago

@Niketkumardheeryan @invigorzz313 please assign this issue to me along with gssoc'24 level and label