student-data-analysis-prediction-

Here the basic analysis and prediction performed on the UCI student performance data. The dataset contains 33 features and 396 instance. Few of the main features are:

• Grades
• Absences
• Health
• Daily and weekly alcohol usage
• Freetime after school
• Internet usage
• Studytime
• Traveltime

Python Libraries

• numpy
• pandas
• seaborn
• matplotlib
• sklearn
• pickle

Machine-Learning Algorithms

• K-means
• PCA
• Decision Tree
• Random Forest
• Linear regression