Data helps us make decisions in both everyday life and in business. This module introduces data analytics concepts, tools, and skills. Students learn about the data ecosystem, analytical thinking, and how data analysts use various tools and skills to inform decisions. The module covers key data analyst skills, analytical thinking processes, and the fundamentals of data-driven decision making.

In this module, students learn about the data life cycle and data analysis process. The course explores different phases of data analysis and introduces various tools and applications used throughout the data analysis process. Students gain understanding of how these concepts apply to real-world data analysis work.

This module focuses on essential data analysis tools including spreadsheets, SQL, and data visualization. Students learn basic concepts of each tool through practical examples and understand how they work together in data analysis. The module provides hands-on experience with these core tools and their applications.

This final module examines different types of businesses and the roles of data analysts within them. Students learn about career opportunities in data analytics, ethical considerations in data analysis, and how to apply their Google Data Analytics Certificate skills in real-world settings. The module covers fairness in data analysis, business applications, and professional development.