3-5 months, 10 hrs/week • Starting range $72K–$102K (early-career, national framing)
Google certified
Best for: Data-minded learners. Spreadsheets to SQL to visualization.
Job outcomes: Data Analyst · Business Analyst · Marketing Analyst
Ramp: Spreadsheets first, then SQL and R. No prior data experience required.
This program is a strong fit for members who like patterns, numbers, and practical problem-solving. Over three to five months you will move from spreadsheets into SQL, data cleaning, dashboards, and visualization so you can explain what the numbers mean, not just collect them. Members who complete this track are preparing for data analyst, reporting, and business analyst roles where clear thinking and communication matter as much as technical skill.
Program snapshot
What you should know before you apply
Best fit
Data-minded learners. Spreadsheets to SQL to visualization.
Typical roles
Data Analyst · Business Analyst · Marketing Analyst
Course preview
Introduction to Data Analytics
Foundations: Data, Data, Everywhere
Ask Questions to Make Data-Driven Decisions
Prepare Data for Exploration
Plus 9 more courses in the full path.
Languages
EnglishAvailable in SpanishPortuguese (auto)French (auto)
Skills you’ll learn
SpreadsheetsSQLRTableauData viz
Course list
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Part of the Data Analytics Professional Certificate (Google) program.
Ready to start your career in Cloud & Data?
Applications take about 10 minutes. No cost for qualifying members. We respond within 1–2 business days.