Google Data Analytics Professional Certificate (In Progress) — AI/Data training pathway
Served as an AI/data training learner applying structured processes to prepare and validate datasets for analytics use. Focused on data cleaning, validation, and organizing information in a way that supports consistent labeling and downstream analysis. Practiced dataset organization and quality-oriented workflows aligned to AI training preparation. • Followed learning guidelines and platform requirements for data lifecycle tasks. • Applied attention-to-detail methods to maintain consistency during data organization. • Used SQL fundamentals and spreadsheet techniques to structure and verify data. • Produced analysis-ready outputs through visualization and reporting exercises.