Data Analysis Intern
Cognifyz Technologies
Sep 2024 - Oct 2024 (2 months)
• Accomplished Data Analysis by extracting significant insights using MySQL, Python and Microsoft Excel. • Optimized Data by ensuring organization and removing Null values. • Organized Dataset Columns for simpler accessing. • Implemented SQL queries to retrieve complex data for statistical analysis. • Utilized python libraries for including NumPy, Pandas for data Analysis, and Matplotlib, Seaborn for Data Visualization. • Gathered a comprehensive dataset comprising various DoS attack types; evaluated algorithms to determine the optimal solution. • Investigated different machine learning methods, such as Decision Trees (DT), Random Forest (RF), and XGBoost for DoS attack detection. • Balanced dataset by ensuring equal distribution of
