Google Data Analytics Professional Certificate (AI-training-relevant data preparation)
Completed coursework within the Google Data Analytics Professional Certificate that supports AI training pipeline preparation through data cleaning and preparation. Applied skills to understand how raw text and structured data quality affects downstream machine learning and NLP use cases. Focused on producing high-integrity, guideline-aligned datasets suitable for analytics and model training. • Data cleaning and preprocessing concepts • SQL-based querying to validate and shape data • Data visualization to inspect patterns and issues • Learning to align prepared data with AI pipeline needs