3.7.2 - Pipelines and Data Processing
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Practice Questions
Test your understanding with targeted questions
Define what a pipeline is in data processing.
💡 Hint: Think about how data flows through multiple steps.
What is a generator?
💡 Hint: Consider how it produces items on demand.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is a generator?
💡 Hint: Think about what makes a generator special.
True or False: A generator can yield multiple values at once.
💡 Hint: Consider how generators operate.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Create a complex data processing pipeline that takes a list of random numbers, squares them, filters out odd results, and returns the sorted list.
💡 Hint: Start by structuring your functions one at a time.
Design a more efficient pipeline that could handle filtering and transformation in one generator instead of separate ones.
💡 Hint: Retain focus on both the conditions for filtering and how to transform the data.
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