Yes, learners walk through property creation, event configuration, and data validation processes to build real implementation confidence.

Yes, it includes lessons on Consent Mode v2, behavioral modelling, and the impact of privacy regulations on data collection and reporting.

Yes, predictive audiences such as churn probability and purchase probability are introduced along with their practical marketing applications.

Yes, the course covers connecting GA4 to Looker Studio and designing dashboards that present KPIs in a clear and structured format.

Each module contains practice quizzes and a graded assessment to reinforce understanding and measure learning progress.

The course emphasizes real-world marketing use cases, data interpretation exercises, and debugging scenarios to ensure applied learning rather than theory alone.

Access to Google Analytics 4, Google Tag Manager, and Looker Studio is required to follow along with implementation and reporting exercises.

No coding background is required, as all tracking and reporting workflows are explained using marketer-friendly approaches.

The course requires approximately 16 hours in total, and most learners complete it within 3 to 4 weeks depending on their pace.

Yes, it builds foundational skills in implementation, reporting, and insight communication that are essential for entry-level analytics and marketing roles.

Graduates will be able to confidently set up GA4, interpret marketing data, build dashboards, and present actionable insights that support performance optimization.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.