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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a generator in Python?
💡 Hint: Think about how it generates values one at a time.
Question 2
Easy
Name one advantage of using NumPy arrays over standard Python lists.
💡 Hint: Consider how operations are performed.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary purpose of using generators in Python?
- To generate infinite sequences
- To save memory by yielding values one at a time
- To speed up function execution
💡 Hint: Think about their function in terms of memory usage.
Question 2
True or False: Profiling should be done after optimizing code.
- True
- False
💡 Hint: Consider the order of operations in performance enhancement.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You are given a list of integers. Write a generator function to yield the squared values of these integers and demonstrate its use with a loop.
💡 Hint: Think about how to create a generator function.
Question 2
Create a Python script that profiles a function simulating a long-running computation. Analyze which part takes the most time.
💡 Hint: Use `cProfile.run()` to see the bottleneck in your simulated function.
Challenge and get performance evaluation