Introduction to Data Analytics certificate program (data preparation/label-ready workflows)
Completed an Introduction to Data Analytics certificate focused on foundational data preparation and analysis workflows. Applied practical concepts that support organizing datasets for downstream AI/labeling use cases. Covered basic steps for transforming raw data into structured formats suitable for annotation and model training. • Data cleaning and preprocessing basics • Understanding dataset structure and quality checks • Preparing data for analysis and potential labeling • Interpreting analytical outputs for next-step modeling tasks