Building a Career Recommendation System to Make Suggestions for Students

Status: Completed

Project Duration: 25 Sep 2021

Open Source resources available from this project

Project goals.

- Build a career recommendation model (ruled-based or machine learning) based on the ICFES dataset provided.
- Provide insights on how the Colombian student population is distributed around the country.
- Make suggestions in which areas students should improve based on ICFES data in order to reduce the lack of preparation in higher education.

Project plan.

    Learning outcomes.

    1. Understand basic concepts about recommendation systems and their importance in society nowadays.

    2. Learn about Machine Learning frameworks and how to measure your models results.

    3. Boost up your analytical skills while you do exploratory data analysis with real world data.

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