# Predicting the final grade using a machine learning regression model: insights from fifty percent of total course grades in CS1 courses

> Research article (PeerJ Computer Science, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4389565824](https://www.wikidata.org/wiki/openalex:W4389565824)  
**Source**: https://4ort.xyz/entity/predicting-the-final-grade-using-a-machine-learning-regression-model-insights-from-fifty-percent-of-total-course-grades-