Data Pipeline Quiz

Which of the following should you begin with when designing a data pipeline?

• The available data sources

• The business problem to be solved

• The storage solution

• The visualization tools

What is the primary purpose of a data pipeline?

• Storing large amounts of data

• Visualizing data

• Supporting data-driven decision-making

• Backing up data

What are the typical layers of a data pipeline?

• Ingest, store, process, analyze/visualize

• Ingest, clean, backup, distribute

• Ingest, wrangle, store, share

• Backup, restore, analyze, visualize

What tasks are part of data wrangling in a data pipeline? (Select all that apply)

• Data discovery

• Data backup

• Data cleaning

• Data normalization

• Data transformation

Which of the following are key aspects of a data pipeline? (Select all that apply)

• Iterative data processing

• Start with data, then move to the business problem

• It includes layers for ingesting and storing data

• It ends with data visualization

• It backs up data regularly

What is the first step when designing a data pipeline?

• Identify available data sources

• Set up storage systems

• Define the business problem

• Choose data wrangling methods

Which of the following is NOT a typical layer in a data pipeline?

• Ingest

• Process

• Analyze

• Encrypt

What does data wrangling involve?

• Data storage

• Data transformation

• Data cleaning

• Data visualization

Which tasks are part of data wrangling? (Select all that apply)

• Discovery

• Backup

• Normalization

• Augmentation

• Visualization

What are the key components of a data pipeline? (Select all that apply)

• Ingestion

• Storage

• Encryption

• Processing

• Analyzing and Visualizing