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Campus Recruitment Data

What is in it?

This data set consists of Placement data of students in a XYZ campus. It includes secondary and higher secondary school percentage and specialization. It also includes degree specialization, type and Work experience and salary offers to the placed students.

Questions

  1. Which factor influenced a candidate in getting placed?

  2. Does percentage matters for one to get placed?

  3. Which degree specialization is much demanded by corporate?

  4. Play with the data conducting all statistical tests.

Notebook involves ?

  1. Explanatory Data Analysis to find academic and Employability Factors influencing placement.

Prediction Model

  1. Model Development to predict salary using Linear Regression and Random Forest Regressor Techniques.

  2. Model Development to predict placement status using Gaussian Naive Bayes Classifier and Logistic Regression.

It was an Kaggle Dataset for learners.

For more information, please visit https://www.kaggle.com/benroshan/factors-affecting-campus-placement

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Academic and Employability Factors influencing placement

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