Personality detection using data from social media

  • Machine Learning

Mentors :

  • Sohom Mandal

Mentees :

  • 8-12

The project is based on the simple ML techniques such as KNN,CNN, logistic regression. It basically classifies the personality into 5 major kinds of personalities. This concept can be used in many social media sites and then usen it to filter their choices and indeed filter their recommedation.
Prerequisites: N/A, little knowledge about ML is a plus point :)

Tentative Timeline :

Week Work
Week 1 Intro to ML with linear regression
Week 2 Moving onto bayesian naive method and logistic regression
Week 3 Classification, CNN and KNN introduction
Week 4 Learn more about the tensorflow library
Week 5,6 Learn more about the CNN and KNN algorithm using examples and applying the above learnt techniques in a proper project