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Jupyter NotebookClassification20

Student Performance Evaluation

Predicting academic performance from behavioral data with ML/DL, comparing 8+ algorithms with exploratory data analysis and visualization.

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Student Performance Evaluation
machine-learningclassificationeducation

Key Highlights

Academic performance prediction from behavioral data

Multi-class grade prediction model

Feature correlation with study hours, attendance, etc.

Comparative analysis of 8+ ML algorithms

Precision/Recall/F1 evaluation per grade class

Tech Stack

Pythonscikit-learnTensorFlowPandasMatplotlib

GitHub Repository

github.com/ErdoganPeker/Student-Performance-Evaluation