Literacy prediction



Hello AV team,

Firstly, I would like to congratulate you on successful completion of 5 years and providing a platform for more than thousands of aspiring and seasoned professionals to come and share their experiences on AV platform. I must salute your team.

I would like to inform you that recently I have completed a Capstone project during Greatlakes PGBABI program. Our project was from the public domain on Literacy prediction.

Literacy is the backbone of a progressive and the heartbeat of a developing nation. A literate nation is free from any kind of slavery and open to varied arenas of progress. Literacy reduces the economic inequality arising out of unemployment and underemployment and reduces the income disparity, all of which India faces today.

The literacy rate is one of the strategic indicators of the economic condition in a country as improved literacy rate leads to augmentation of a country’s human capital as it provides better employment prospects and in turn gives a higher socio-economic status. An increased literacy rate also leads to decreased population growth rate and thus a country’s resources are better shared among fewer people. In this report, we aim to analyze the enrollment in primary and upper primary sections across different states, predict the literacy rates based on the enrolment and population data and present the recommendations to improve the literacy rates.

Keywords: Literacy, enrolment, literacy rate, dropout analysis, Machine Learning, Predictive Analytics, Data exploration, Data Visualization, Exploratory Data Analysis, Multi-linear regression, R programming, Tableau

I am interested to publish the findings of our research in AV forum.

Thank you.




What type of resources u r talking about which is not accessible ?


Hi Milind,

It sounds like an intriguing project. :slight_smile: Please share your email ID and I will get in touch regarding converting the project into an article.


Hi datascience221,

Thanks for your message, you can reach me at

kind Regards,