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| Section | Objectives |
|---|---|
| Topic 1: Data Profiling | - Utilize a programming language to manipulate arrays and discover insights - Apply fundamental concepts and subsetting techniques to a dataset |
| Topic 2: Algorithm Efficiency | - Describe the relationships between algorithm complexity and data structures - Choose an appropriate sorting algorithm method based on a given scenario - Choose an appropriate algorithm searching method based on a given scenario |
| Topic 3: OS Fundamentals | - Demonstrate various techniques and tools to manage operating systems - Identify common privacy and security concepts that could be implemented in operating systems - Describe fundamental principles and core concepts of operating systems |
| Topic 4: Basic Program Design | - Explain how to store, access, and manipulate data in lists - Identify variables and data types within a programming language - Use functions, methods, and packages to leverage programming language |
1. What will the expression fam[3:6] return?
A) A list with elements at index 3, 4, and 5
B) A list with elements at index 3, 4, 5, and 6
C) A list with elements at index 6
D) A list with elements at index 4, 5, and 6
2. What happens if one element of a NumPy array is changed to a string?
A) The array becomes a list of the original integers.
B) All elements in the array are coerced to integers.
C) All elements in the array are coerced to strings.
D) The operation is not allowed and raises an error.
3. What Python code would return the value 40 from np_2d, where np_2d = np.array([[1, 2, 3, 4], [10, 20, 30,
40]])?
A) np_2d[3, 1]
B) np_2d[1, 3]
C) np_2d[4, 1]
D) np_2d[0, 4]
4. What stores the location of the next node in a linked list?
A) The pointer
B) The index
C) The value
D) The header
5. What is a key advantage of using NumPy when handling large datasets?
A) Interactive visualizations
B) Built-in machine learning algorithms
C) Automatic data cleaning
D) Efficient storage and computation
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |
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