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| Section | Weight | Objectives |
|---|---|---|
| Data Visualization and Insights | 20-30% | - Present data insights to stakeholders - Build visualizations using Looker Studio - Interpret and communicate findings - Choose appropriate visualization types - Create dashboards and reports |
| Data Preparation and Exploration | 20-30% | - Ingest and acquire data - Transform and prepare data for analysis - Perform exploratory data analysis (EDA) - Explore data through visualization and queries - Identify data quality issues |
| Data Processing and Analytics | 20-30% | - Build and maintain data pipelines - Apply statistical methods for analysis - Query and analyze datasets - Use BigQuery and SQL for analytics - Aggregate and summarize data |
| Data-Driven Decision Making | 10-20% | - Translate business requirements into data solutions - Assess data quality and completeness - Define success metrics - Identify stakeholders and requirements |
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NEW QUESTION # 48
Your organization has several datasets in BigQuery. The datasets need to be shared with your external partners so that they can run SQL queries without needing to copy the data to their own projects. You have organized each partner's data in its own BigQuery dataset. Each partner should be able to access only their dat a. You want to share the data while following Google-recommended practices. What should you do?
Answer: C
NEW QUESTION # 49
You are a data analyst working with sensitive customer data in BigQuery. You need to ensure that only authorized personnel within your organization can query this data, while following the principle of least privilege. What should you do?
Answer: D
NEW QUESTION # 50
Your company stores historical data in Cloud Storage. You need to ensure that all data is saved in a bucket for at least three years. What should you do?
Answer: A
NEW QUESTION # 51
Your data science team needs to collaboratively analyze a 25 TB BigQuery dataset to support the development of a machine learning model. You want to use Colab Enterprise notebooks while ensuring efficient data access and minimizing cost. What should you do?
Answer: A
NEW QUESTION # 52
Your organization has several datasets in their data warehouse in BigQuery. Several analyst teams in different departments use the datasets to run queries. Your organization is concerned about the variability of their monthly BigQuery costs. You need to identify a solution that creates a fixed budget for costs associated with the queries run by each department. What should you do?
Answer: C
NEW QUESTION # 53
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