Inspection Student Background Affecting Academics

Inspiration

A student's academic performance is affected by various factors relating to their personal lives and the educational institution where they pursue their studies. One of the most significant factors that is overlooked is how the child's background influences their grades. I will explore this today.

What it does

My project uses a dataset from a secondary school to inspect the influence of various factors related to their background on their final grades. I use data analysis to uncover these insights and have also built a model capable of predicting the student's performance based on these factors.

How we built it

I use Jupyter Notebook and Python to build my project.

Challenges we ran into

Data cleaning and selection of variables was a significant challenge in the process

Accomplishments that we're proud of

What we learned

What's next for Inspection Student Background Affecting Academics

Built With

• jupyter
• kaggle
• ml
• python