This is a beginner-level Python project that performs statistical analysis on student data using NumPy. It covers essential concepts required for Data Science and Machine Learning.
Basic Statistics: Mean, Median, Mode
Range, Variance, Standard Deviation
Using IQR (Interquartile Range), Correlation Analysis, Relationship between study hours and marks, Data Scaling, Z-score (Standardization), Min-Max Normalization, ##Technologies Used Python, NumPy
Install NumPy: pip install numpy- Run the Python file: python main.py- Sample Output- Mean, Median, Mode Variance & Standard Deviation, Outliers, Correlation value, Scaled data
Understanding core statistics concepts, Implementing statistical formulas in Python, Data preprocessing for Machine Learning
Dikshit Sharma