Associate Data Practitioner

Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Concept

exploratory data analysis

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: EDA

A phase in machine learning projects used to identify data issues such as class imbalances and biases.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.1Identify data trends, patterns, and insights by using BigQuery and Jupyter notebooks
  - Use Jupyter notebooks to analyze and visualize data (e.g., Colab Enterprise)

How learners score on this topic

Last updated October 26, 2026

Associate Data Practitioner

Show you can work with data on Google Cloud, from ingesting and analyzing it with BigQuery and Looker to managing access, and track your readiness for the Associate Data Practitioner exam.

Fundamental

Prepare and test your skills

Fundamental

Prepare and test your skills

Concept

exploratory data analysis

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: EDA

A phase in machine learning projects used to identify data issues such as class imbalances and biases.

Where this appears on the exam

1 subdomain in 1 of 4 domains

Section 2
Data Analysis and Presentation
1. 2.1Identify data trends, patterns, and insights by using BigQuery and Jupyter notebooks
  - Use Jupyter notebooks to analyze and visualize data (e.g., Colab Enterprise)

How learners score on this topic

Last updated October 26, 2026