Computer Science & IT

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Q. What is the primary purpose of the 'visited' set in Dijkstra's algorithm?
  • A. To store the shortest path
  • B. To avoid processing the same vertex multiple times
  • C. To keep track of the edges
  • D. To maintain the priority queue
Q. What is the primary purpose of the ARP protocol?
  • A. To resolve IP addresses to MAC addresses
  • B. To manage network traffic
  • C. To establish a connection between devices
  • D. To encrypt data packets
Q. What is the primary purpose of the HTTP GET method?
  • A. To send data to the server
  • B. To retrieve data from the server
  • C. To delete data on the server
  • D. To update data on the server
Q. What is the primary purpose of the HTTP header?
  • A. To store data
  • B. To provide metadata about the request/response
  • C. To encrypt data
  • D. To route packets
Q. What is the primary purpose of the HTTP protocol?
  • A. To send emails
  • B. To transfer files
  • C. To request and transmit web pages
  • D. To manage network devices
Q. What is the primary purpose of the HTTP status code 404?
  • A. Server Error
  • B. Not Found
  • C. OK
  • D. Bad Request
Q. What is the primary purpose of the Link Layer in the TCP/IP model?
  • A. Data encryption
  • B. Physical addressing
  • C. Session establishment
  • D. Data compression
Q. What is the primary purpose of the Physical layer in the OSI model?
  • A. Data encryption
  • B. Signal transmission
  • C. Session establishment
  • D. Data compression
Q. What is the primary purpose of the priority queue in Dijkstra's algorithm?
  • A. To store all vertices.
  • B. To keep track of visited vertices.
  • C. To efficiently retrieve the next vertex with the smallest distance.
  • D. To sort the edges.
Q. What is the primary purpose of the Session Layer in the OSI model?
  • A. Establishing, managing, and terminating sessions
  • B. Data encryption and decryption
  • C. Routing data packets
  • D. Error detection and correction
Q. What is the primary purpose of using AVL trees in real-world applications?
  • A. To store data in a sorted manner
  • B. To allow faster search operations
  • C. To maintain balance for efficient operations
  • D. To reduce memory usage
Q. What is the primary purpose of using AVL trees?
  • A. To store data in a sorted manner
  • B. To allow faster search operations
  • C. To maintain balance for efficient operations
  • D. To reduce memory usage
Q. What is the primary purpose of using cloud ML services for data scientists?
  • A. To avoid coding
  • B. To access large datasets and compute power
  • C. To eliminate the need for data cleaning
  • D. To reduce collaboration
Q. What is the primary purpose of using cross-validation in model evaluation?
  • A. To increase the training dataset size
  • B. To reduce overfitting and ensure model generalization
  • C. To improve model accuracy
  • D. To select the best hyperparameters
Q. What is the primary purpose of using ensemble methods like Random Forests?
  • A. To simplify the model.
  • B. To improve prediction accuracy by combining multiple models.
  • C. To reduce the training time.
  • D. To increase interpretability.
Q. What is the primary purpose of using Random Forests in machine learning?
  • A. To increase model interpretability
  • B. To reduce variance and improve accuracy
  • C. To simplify the model
  • D. To eliminate the need for feature selection
Q. What is the primary real-world application of binary trees?
  • A. Database indexing
  • B. Image processing
  • C. Network routing
  • D. Sorting algorithms
Q. What is the primary reason for using a Red-Black tree over an AVL tree?
  • A. Faster search times
  • B. Faster insertion and deletion times
  • C. Easier implementation
  • D. More memory efficient
Q. What is the primary reason for using AVL trees over regular binary search trees?
  • A. Easier implementation
  • B. Faster search times
  • C. Better memory usage
  • D. More balanced structure
Q. What is the primary requirement for using binary search?
  • A. The array must be sorted
  • B. The array must be unsorted
  • C. The array must contain unique elements
  • D. The array must be of fixed size
Q. What is the primary role of a router in a network?
  • A. Connect devices within the same network
  • B. Filter traffic based on IP addresses
  • C. Provide wireless connectivity
  • D. Store data for quick access
Q. What is the primary role of the Presentation layer in the OSI model?
  • A. Data encryption and decryption
  • B. Session management
  • C. Routing data
  • D. Error detection
Q. What is the primary use of a binary tree in applications?
  • A. Sorting data
  • B. Storing hierarchical data
  • C. Searching for data
  • D. All of the above
Q. What is the primary use of a binary tree in computer science?
  • A. To store data in a linear fashion
  • B. To represent hierarchical data
  • C. To perform arithmetic operations
  • D. To manage memory allocation
Q. What is the primary use of a binary tree in data structures?
  • A. To store data in a linear fashion.
  • B. To implement priority queues.
  • C. To represent hierarchical data.
  • D. To perform sorting operations.
Q. What is the primary use of a binary tree in real-world applications?
  • A. Storing data in a linear format
  • B. Implementing priority queues
  • C. Representing hierarchical data
  • D. Sorting data
Q. What is the primary use of a queue data structure?
  • A. To reverse elements
  • B. To sort elements
  • C. To manage tasks in order
  • D. To store elements randomly
Q. What is the primary use of a queue in real-world applications?
  • A. Sorting data
  • B. Managing tasks
  • C. Storing data
  • D. Searching data
Q. What is the primary use of a queue in tree traversal?
  • A. To store nodes for depth-first search
  • B. To store nodes for breadth-first search
  • C. To store nodes for sorting
  • D. To store nodes for searching
Q. What is the primary use of a stack data structure?
  • A. FIFO operations
  • B. LIFO operations
  • C. Random access
  • D. Dynamic resizing
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