Google Data Analytics Certificate

Overview

Professional certificate program covering the full data analysis process, from defining problems to supporting decisions with data. The curriculum combined theory and practical projects using industry-standard tools, progressing from fundamentals to data visualization and reporting.

Key Learning Areas

• Data collection, cleaning, and organization using spreadsheets and SQL
• Data analysis techniques including aggregation, filtering, and transformation
• Data visualization best practices with Tableau and R programming
• Statistical analysis and hypothesis testing for data-driven insights
• Effective data storytelling and presentation techniques
• Data ethics, privacy, and bias awareness in analysis
• Documentation and reproducible analysis workflows

Tools & Technologies

• SQL: Complex queries, joins, aggregations, and database management
• Tableau: Interactive dashboards and advanced visualizations
• R Programming: Statistical analysis, data manipulation with tidyverse
• Spreadsheets: Advanced Excel functions, pivot tables, data cleaning
• Data Visualization: Chart selection, design principles, storytelling