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1. Student Database Management System
Created a robust student database management system using SQL within MySQL environment.
Implemented SQL queries, joins, and views to efficiently manage data retrieval processes.
Strengthened expertise in relational tables and core DBMS principles.
2. Data Analysis Using Python
Cleaned data using Python, Pandas, and NumPy to handle missing values, standardize records, and restructure tabular datasets for downstream analysis.
Conducted exploratory data analysis (EDA) across structured datasets, identifying key trends, correlations, and distribution anomalies to support data-driven decision-making.
Designed intuitive visual summaries to show the patterns.
