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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Visualization and Insights20-30%- Create dashboards and reports
- Present data insights to stakeholders
- Interpret and communicate findings
- Build visualizations using Looker Studio
- Choose appropriate visualization types
Topic 2: Data-Driven Decision Making10-20%- Identify stakeholders and requirements
- Define success metrics
- Translate business requirements into data solutions
- Assess data quality and completeness
Topic 3: Data Processing and Analytics20-30%- Aggregate and summarize data
- Use BigQuery and SQL for analytics
- Build and maintain data pipelines
- Apply statistical methods for analysis
- Query and analyze datasets
Topic 4: Data Preparation and Exploration20-30%- Identify data quality issues
- Explore data through visualization and queries
- Perform exploratory data analysis (EDA)
- Ingest and acquire data
- Transform and prepare data for analysis

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Google Associate Data Practitioner Sample Questions (Q15-Q20):

NEW QUESTION # 15
Your organization is conducting analysis on regional sales metrics. Data from each regional sales team is stored as separate tables in BigQuery and updated monthly. You need to create a solution that identifies the top three regions with the highest monthly sales for the next three months. You want the solution to automatically provide up-to-date results. What should you do?

Answer: B


NEW QUESTION # 16
You need to create a weekly aggregated sales report based on a large volume of data. You want to use Python to design an efficient process for generating this report. What should you do?

Answer: D


NEW QUESTION # 17
You manage a large amount of data in Cloud Storage, including raw data, processed data, and backups. Your organization is subject to strict compliance regulations that mandate data immutability for specific data types.
You want to use an efficient process to reduce storage costs while ensuring that your storage strategy meets retention requirements. What should you do?

Answer: B


NEW QUESTION # 18
Your organization's ecommerce website collects user activity logs using a Pub/Sub topic. Your organization's leadership team wants a dashboard that contains aggregated user engagement metrics. You need to create a solution that transforms the user activity logs into aggregated metrics, while ensuring that the raw data can be easily queried. What should you do?

Answer: C


NEW QUESTION # 19
You are designing a BigQuery data warehouse with a team of experienced SQL developers. You need to recommend a cost- effective, fully-managed, serverless solution to build ELT processes with SQL pipelines.
Your solution must include source code control, environment parameterization, and data quality checks. What should you do?

Answer: D


NEW QUESTION # 20
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