Practice Data Lakes And Warehouses (12.7.1) - Scalability & Systems - Advance Machine Learning
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Data Lakes and Warehouses

Practice - Data Lakes and Warehouses

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is a Data Lake?

💡 Hint: Think about where you would store data that hasn't been organized.

Question 2 Easy

Name one platform that can be used as a Data Warehouse.

💡 Hint: What companies have popular databases focused on analytics?

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What type of data is primarily stored in Data Lakes?

Structured Data
Raw Data
Processed Data

💡 Hint: Think about the nature of the data in its early stages.

Question 2

True or False: Data Warehouses are optimized for query and analytics.

True
False

💡 Hint: Remember the primary purpose of a Data Warehouse.

2 more questions available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Imagine a new organization wants to implement a data strategy. Write a proposal detailing how they should use a Data Lake and a Data Warehouse, including the types of data they'll store in each.

💡 Hint: Consider the types of data relevant to their business goals.

Challenge 2 Hard

Evaluate the potential pitfalls of relying solely on a Data Lake for analytics compared to a mixed approach involving a Data Warehouse.

💡 Hint: Think about the pros and cons of unstructured vs. structured data.

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