Foundations: Data, Data, Everywhere

This beginner-level course, the first in the Google Data Analytics Professional Certificate, introduces you to the world of data analytics. You’ll learn key concepts such as data, data analysis, and data ecosystems, explore the data life cycle and analysis process, and understand how data informs better decisions. Through hands-on activities, you’ll practice core analytical skills including data cleaning, data analysis, and data visualization using tools like spreadsheets, SQL, and Tableau. You’ll also examine the role of data analysts in different types of businesses, consider data ethics and fair, impactful data practices, and explore entry-level job opportunities in data analytics. No prior experience is required.