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Introduction to GA4 BigQuery for Marketers and Planners (2025)

Introduces methods for utilizing GA4 data in Bigquery. Using the GA4 Bigquery demo data publicly available in Bigquery from the Google Merchandise Store (https://www.googlemerchandisestore.com/), we introduce methods for marketers and planners to easily utilize GA4 Bigquery data, along with hands-on practice of basic SQL queries.

(5.0) 4 reviews

61 learners

  • GA4 Guide
ga4
bigquery
SQL
Google Analytics
GA4

Reviews from Early Learners

What you will gain after the course

  • Essential SQL Queries for GA4 BigQuery Data Querying

  • Understanding the schema of GA4 BigQuery data (where, what data, and how to query)

  • Setup and Practical Considerations for Connecting GA4 and BigQuery

  • How to transform GA4 BigQuery data for easy use (Dashboard data automation tool)

  • Understanding GA4 BigQuery data: Key GA4 concepts

I'm a marketer (planner), how should I learn SQL? 🤔

This course teaches you how to utilize BigQuery from the perspective of marketers or planners using GA4. While it includes explanations of basic SQL syntax, rather than focusing on SQL syntax itself, the content covers what you need to understand about GA4 BigQuery data and how you can query this data.

GA4's BigQuery integration is almost free, and depending on how you use it, even small businesses or individuals can query and utilize raw data from GA4 at an affordable cost. If you're a marketer or planner, you can practice data querying and analysis by directly using SQL to query actual business data.

Even if you've taken SQL courses before but haven't had the opportunity to use it in actual work, if you're already using GA4 as a marketer or planner, you can immediately connect BigQuery to query and analyze data.

The features of this course

📌 Even those who have never used BigQuery can learn basic SQL and query data.
The content is designed to be easy for marketers and planners who have used Google Analytics (GA4) at least once to get started with SQL.
It consists of simple and accessible material.

📌 You can learn how to use a free automation tool that transforms GA4 BigQuery data for easy utilization.
(You can directly connect it to Google Sheets or Looker Studio for data analysis/visualization.)

📌 Explained in an easy-to-understand way so you can grasp not only SQL syntax but also the unique characteristics of GA4 BigQuery data.

📌 This is not a specialized SQL course solely for learning SQL. It's a course that helps you understand GA4 BigQuery well and lowers the barrier to entry for
practical application in real-world scenarios.


[Precautions]

This course is not suitable for those who want to learn SQL professionally or those preparing for SQL certification exams.

This course is suitable for beginners who want to start learning SQL through GA4 BigQuery data, or for those who want to learn and use BigQuery while working with GA4 in practice.

Please be sure to check the course introduction video to make an informed choice without regrets!

This is recommended for those who

I'm a performance marketer and
I want to learn SQL.

If you're learning SQL for the first time
and want to learn it
in connection with Google Analytics

I'm using GA4 and want to utilize BigQuery as well.
For those who are already using GA4
but find it overwhelming
to start using BigQuery

I want to create a GA4 dashboard but it's too difficult
For those who want to create
a dashboard with GA4 BigQuery data
but don't know SQL

After taking the course

  • You can learn essential SQL queries for extracting GA4 BigQuery data.

  • You can understand the structure of GA4 BigQuery data and know which columns to extract data from and how to do it.

  • You can analyze GA4 BigQuery data in Google Sheets using a free automation tool for easy transformation, or connect it to Looker Studio

    You can create it as a dashboard.

  • You can understand how to integrate GA4 BigQuery for practical use, considerations when applying it in real-world scenarios, and more.

  • We can connect our company's GA4 with BigQuery and continuously practice SQL queries with real data, as well as practice visualization with Looker Studio.

You'll learn the following content.

Considerations for Utilizing GA4 BigQuery Data

Is BigQuery difficult? Expensive? From a practitioner's perspective

Considerations to keep in mind and easy-to-use

I provide practical guidance.

Essential SQL Syntax for GA4 BigQuery Utilization

It's difficult to approach at first because the structure is different from the usual one

Where and how to access GA4 BigQuery data

It provides detailed guidance on what needs to be extracted.

Free Automation Tool for Utilizing GA4 Data

To easily utilize GA4 BigQuery data

How to install the free automation tool that converts

Learn how to integrate with Google Sheets and Looker Studio.

GA4 data structure and practical application are essential requirements

Sessions, Users, Events, Source/Medium, Conversion Rate, etc.

To query the data needed in practical work

Learn about data structures and precautions for analysis.

The person who created this course

  • [Current] Google Analytics Consultant at Google Official Partner Company

  • Inflearn 'Google Analytics for Practitioners (GA4+GTM)', 'Ready-to-Use GA4 Practical Reports' courses

Pre-Course Information

Practice Environment

  • The course is explained based on Windows. Since there are many cases where you need to practice while looking at the screen, using dual monitors is recommended.

  • Since the explanation is based on the publicly available GA4 dataset in BigQuery, you can learn by directly checking the results of the queries.

  • Some features of BigQuery that you'll be learning require card registration (no charges) on Google Cloud Platform to try them out yourself.


Learning Materials

  • Practice query statements are provided in the class notes. Separate lecture material files are not provided. However, you can keep the lectures permanently, so you can review the lecture content anytime.

Prerequisites and Important Notes

  • In this lecture, while we do explain some basic concepts of GA4 during the query practice, it would be beneficial to have basic knowledge of GA4 or experience using it.

  • You won't learn difficult SQL syntax. You'll learn basic SQL statements needed for fundamental queries on GA4 BigQuery data, but essential items for GA4 data queries such as unnest and left join are included.

  • If you're new to GA4 (Google Analytics),
    we recommend taking the Google Analytics for Practitioners course (https://inf.run/Jxd6i) first before
    taking this course.

  • Please note that since this is an edited recording of a webinar, there may be uneven audio or awkward editing in some parts.

  • This is not a course focused on SQL. It's an introductory course for learning GA4 BigQuery from a non-expert (marketer/planner) perspective. (If you want to learn SQL itself, we recommend other courses.)

Recommended for
these people

Who is this course right for?

  • Those who want to utilize GA4 more

  • Anyone who wants to learn SQL using GA4

  • Those new to GA4 BigQuery data

  • People who want to connect and utilize GA4 BigQuery data in Looker Studio (Google Data Studio)

Need to know before starting?

  • Knowing GA4 is helpful, but even if you don't, basic explanations are provided within each SQL statement.

  • Starting with very basic SQL statements.

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Answers

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Courses

온라인마케팅 업무를 담당하는 16년차 마케터이자 구글애널리틱스 강사입니다.

혼자 맨땅에 헤딩하면서 구글애널리틱스를 배웠던 기억이 있어서 강의를 시작했는데

이제 매주 학원에서 강의를 하고 있습니다.

제가 매번 수강생분들에게 하는 얘기가 있습니다.

구글애널리틱스 짧게 배우고 쓸려면 나중에 안 배운 내용을 실무에서 만나면 그 해답을 찾기 위해서 낭비하는 시간이 더 많다고 얘기해주고 있습니다.

처음에 좀 시간을 투자해서 배우면 나중에 여기저기 물어보고 다니는 시간을 많이 아낄 수 있습니다.

어려운 일이지만, 처음 시작하실 때 어느 정도 시간을 투자해서 배우는게 좋습니다.

 

 

Curriculum

All

84 lectures ∙ (15hr 15min)

Published: 
Last updated: 

Reviews

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4 reviews

5.0

4 reviews

  • asdfdn님의 프로필 이미지
    asdfdn

    Reviews 1

    Average Rating 5.0

    5

    31% enrolled

    • sunsun1234님의 프로필 이미지
      sunsun1234

      Reviews 3

      Average Rating 5.0

      5

      19% enrolled

      좀 길긴한데 상세하게 따라해볼 수 있어서 좋습니다.

      • kitlshee님의 프로필 이미지
        kitlshee

        Reviews 3

        Average Rating 5.0

        5

        31% enrolled

        SQL 초보인데 천천히 설명해주셔서 좋습니다.

        • makretit님의 프로필 이미지
          makretit

          Reviews 5

          Average Rating 5.0

          5

          29% enrolled

          GA4 빅쿼리에 대해서 자세히 다루는 강의는 처음인데, 내용이 길긴한데 초보자도 이해할 수준으로 쉽게 설명되어 있어서 좋습니다.

          $112.20

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