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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Discrete Mathematics & Logic | 25% | - Proof techniques and mathematical induction - Propositional and predicate logic - Boolean algebra and digital logic - Set theory, relations, functions |
| Topic 2: Software Engineering & Programming Basics | 15% | - Programming paradigms - Testing and debugging fundamentals - Software development lifecycle - Basic syntax and control structures |
| Topic 3: Data Structures | 20% | - Trees, graphs, hash tables - Arrays, linked lists, stacks, queues - Primitive and composite data types - Data storage and retrieval principles |
| Topic 4: Algorithms & Complexity | 25% | - Recursion and iterative structures - Big O notation, time and space complexity - Algorithm design and analysis - Sorting and searching algorithms |
| Topic 5: Computer Architecture & Organization | 15% | - Memory hierarchy and performance - Von Neumann architecture - Instruction sets and execution cycles - CPU, memory, I/O systems |
1. Which line of code below contains an error in the use of NumPy?
A) import numpy as np
B) print(wgu_list)
C) wgu_list = np.quicksort(arr)
D) arr = np.array([3, 2, 0, 1])
2. What is a key advantage of using NumPy when handling large datasets?
A) Automatic data cleaning
B) Built-in machine learning algorithms
C) Efficient storage and computation
D) Interactive visualizations
3. Which file system is commonly used in Windows and supports file permissions?
A) EXT4
B) NTFS
C) HFS+
D) FAT32
4. What code would print a subarray of the first 5 elements in numpy_array?
A) print(numpy_array[1:5])
B) print(numpy_array[:5])
C) print(numpy_array.get(5, 1))
D) print(numpy_array.get(0, 5))
5. Which method allows a user to convert a string value to all capital letters in Python?
A) makeUpper()
B) toUpperCase()
C) upper()
D) upperCase()
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: C |
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