A beginner-friendly end-to-end data analysis project that demonstrates how to extract, clean, analyze, and visualize business data using SQL, Python, Pandas, SQLite, and data visualization libraries.

Practical certifications strengthen analytics skills while improving employability across business intelligence, reporting, visualization, and cloud-based data roles today. Beginners and experienced ...