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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Processing and Analytics | 20-30% | - Aggregate and summarize data - Apply statistical methods for analysis - Use BigQuery and SQL for analytics - Build and maintain data pipelines - Query and analyze datasets |
| Topic 2: Data Preparation and Exploration | 20-30% | - Ingest and acquire data - Explore data through visualization and queries - Perform exploratory data analysis (EDA) - Identify data quality issues - Transform and prepare data for analysis |
| Topic 3: Data-Driven Decision Making | 10-20% | - Assess data quality and completeness - Define success metrics - Identify stakeholders and requirements - Translate business requirements into data solutions |
| Topic 4: Data Visualization and Insights | 20-30% | - Build visualizations using Looker Studio - Create dashboards and reports - Interpret and communicate findings - Choose appropriate visualization types - Present data insights to stakeholders |
Your organization is building a new application on Google Cloud. Several data files will need to be stored in Cloud Storage. Your organization has approved only two specific cloud regions where these data files can reside. You need to determine a Cloud Storage bucket strategy that includes automated high availability.
What should you do?
Correct Answer: C 🗳️
Your company uses Looker as its primary business intelligence platform. You want to use LookML to visualize the profit margin for each of your company's products in your Looker Explores and dashboards.
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Following a recent company acquisition, you inherited an on- premises data infrastructure that needs to move to Google Cloud. The acquired system has 250 Apache Airflow directed acyclic graphs (DAGs) orchestrating data pipelines. You need to migrate the pipelines to a Google Cloud managed service with minimal effort. What should you do?
Correct Answer: B 🗳️
You are developing a data ingestion pipeline to load small CSV files into BigQuery from Cloud Storage. You want to load these files upon arrival to minimize data latency. You want to accomplish this with minimal cost and maintenance. What should you do?
Correct Answer: C 🗳️
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Passd ADP
There are about 5-6 new questions.
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