PERSONALITY DETECTION USING SOCIAL MEDIA (may'22 - july'22)
This repository contains the material we (Varre Suman Chaitanya and Kajal Malik) learnt through the SoC project (week 1, 2, 3) and our code (jupyter notebook) for the project.
DESCRIPTION:
In our project, we try to combine both personality predictions using ML algorithms like Neural Networking and KMeans to predict the personality of a person to get the skill in which the person is good at. Users can easily identify his personality and his technical skill from this model or system.
MENTOR:
Sohom Mandal and Advait Padhye
PROCEDURE:
- Downloaded the required data sets from Kaggle.
- clustered the data into five categories using KMeans algorithm.
- Used Neural Networking on the new data to classify the new people into one of the above Catogeries.
SOFTWARES USED:
Python, Pytorch, Numpy, Matplotlib, Pandas, Scipy, Sklearn .