You Have a Petabyte of Analytics Data and Need to Design

question 39

Multiple Choice

You have a petabyte of analytics data and need to design a storage and processing platform for it. You must be able to perform data warehouse-style analytics on the data in Google Cloud and expose the dataset as files for batch analysis tools in other cloud providers. What should you do?

• A) Store and process the entire dataset in BigQuery.
• B) Store and process the entire dataset in Cloud Bigtable.
• C) Store the full dataset in BigQuery, and store a compressed copy of the data in a Cloud Storage bucket.
• D) Store the warm data as files in Cloud Storage, and store the active data in BigQuery. Keep this ratio as 80% warm and 20% active.

Evaluate the appropriateness of linear models for different types of data.

Interpret results of regression analysis in the context of the study.

Identify and discuss alternative variables that might affect the observed relationships in study data.

Identify the structure of major organic reaction products.

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Definitions:

Cognitive Technique

Methods or strategies employed to improve mental processes such as learning, memory, and problem-solving.

Conceptual Setting

The framework or environment within which concepts or ideas are developed and understood, often influencing how they are perceived.

Emotional Setting

Emotional setting refers to the emotional tone or atmosphere of a place or situation, which can significantly affect individuals' feelings and behaviors.

Role-play Procedure

A method used in training or therapy involving participants adopting and acting out specific roles within simulated scenarios to explore behaviors and strategies.