Computer Science & IT

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Q. What is the main disadvantage of using Quick Sort?
  • A. It is not stable
  • B. It is slower than Merge Sort
  • C. It requires more memory
  • D. It is difficult to implement
Q. What is the main drawback of greedy algorithms?
  • A. They are too slow
  • B. They may not produce the optimal solution
  • C. They require more memory
  • D. They are difficult to implement
Q. What is the main drawback of using accuracy as a performance metric?
  • A. It does not consider false positives and false negatives
  • B. It is difficult to calculate
  • C. It is only applicable to binary classification
  • D. It requires a large dataset
Q. What is the main drawback of using accuracy as an evaluation metric?
  • A. It does not account for class imbalance
  • B. It is difficult to calculate
  • C. It only applies to binary classification
  • D. It does not provide insights into model performance
Q. What is the main function of a switch in a network?
  • A. To connect different networks
  • B. To filter and forward data to specific devices within the same network
  • C. To provide internet access
  • D. To manage network security
Q. What is the main function of a web browser in relation to HTTP?
  • A. To store data
  • B. To interpret HTML
  • C. To manage network connections
  • D. To encrypt data
Q. What is the main function of an activation function in a neural network?
  • A. To initialize weights
  • B. To introduce non-linearity into the model
  • C. To optimize the learning rate
  • D. To reduce the number of layers
Q. What is the main function of cookies in HTTP?
  • A. Data encryption
  • B. Session management
  • C. File storage
  • D. Network routing
Q. What is the main function of the 'Cache-Control' header in HTTP?
  • A. To control the server load
  • B. To manage client-side caching
  • C. To specify the content type
  • D. To authenticate users
Q. What is the main function of the 'POST' method in HTTP?
  • A. To retrieve data
  • B. To send data to the server
  • C. To update data
  • D. To delete data
Q. What is the main function of the Data Link Layer in the OSI model?
  • A. To provide error detection and correction
  • B. To establish, maintain, and terminate connections
  • C. To route packets between networks
  • D. To encrypt data
Q. What is the main function of the HTTP header?
  • A. To encrypt data
  • B. To provide metadata about the request or response
  • C. To establish a connection
  • D. To route packets
Q. What is the main function of the Network Layer in the OSI model?
  • A. Data formatting
  • B. Path determination and logical addressing
  • C. Session management
  • D. Error control
Q. What is the main function of the runtime environment in a programming language?
  • A. To compile the source code
  • B. To manage memory and resources during execution
  • C. To perform lexical analysis
  • D. To generate intermediate code
Q. What is the main function of the Spanning Tree Protocol (STP)?
  • A. To prevent routing loops
  • B. To manage IP address allocation
  • C. To prevent switching loops
  • D. To enhance data encryption
Q. What is the main function of the TCP protocol in relation to HTTP?
  • A. Data encryption
  • B. Error detection
  • C. Reliable data transfer
  • D. Data compression
Q. What is the main function of the TCP protocol in the TCP/IP model?
  • A. Routing
  • B. Error detection
  • C. Data segmentation
  • D. Addressing
Q. What is the main goal of code generation in a compiler?
  • A. To analyze the syntax of the source code
  • B. To produce machine code from intermediate code
  • C. To optimize the source code
  • D. To perform lexical analysis
Q. What is the main goal of dimensionality reduction techniques like PCA?
  • A. To increase the number of features
  • B. To improve model accuracy
  • C. To reduce the number of features while preserving variance
  • D. To create new features from existing ones
Q. What is the main goal of dimensionality reduction?
  • A. To increase the number of features
  • B. To reduce the complexity of the model
  • C. To improve model interpretability and reduce overfitting
  • D. To enhance the training speed
Q. What is the main goal of feature scaling?
  • A. To reduce the number of features
  • B. To ensure all features contribute equally to the distance calculations
  • C. To improve the interpretability of the model
  • D. To increase the complexity of the model
Q. What is the main goal of feature selection?
  • A. To increase the number of features
  • B. To improve model performance by reducing overfitting
  • C. To create new features from existing ones
  • D. To visualize the data
Q. What is the main goal of model selection?
  • A. To find the most complex model
  • B. To choose the model with the highest accuracy on the training set
  • C. To identify the model that generalizes best to unseen data
  • D. To minimize the number of features used
Q. What is the main goal of using cross-validation in model selection?
  • A. To increase the size of the training set
  • B. To reduce overfitting and assess model performance
  • C. To improve feature engineering
  • D. To select hyperparameters
Q. What is the main idea behind dynamic programming?
  • A. To solve problems recursively without storing results
  • B. To break problems into smaller subproblems and store their solutions
  • C. To use brute force to find the optimal solution
  • D. To avoid using any form of recursion
Q. What is the main idea behind the Bellman-Ford algorithm in dynamic programming?
  • A. To find the shortest path in a graph
  • B. To sort a list of numbers
  • C. To find the maximum flow in a network
  • D. To compute the Fibonacci sequence
Q. What is the main idea behind the dynamic programming approach to the Coin Change Problem?
  • A. Using a greedy algorithm
  • B. Finding the maximum number of coins
  • C. Minimizing the number of coins needed to make a certain amount
  • D. Sorting the coins
Q. What is the main idea behind the dynamic programming solution for the coin change problem?
  • A. Using a greedy algorithm to minimize coins
  • B. Finding the maximum number of coins
  • C. Calculating the minimum number of coins needed for each amount
  • D. Sorting the coins in descending order
Q. What is the main limitation of Dijkstra's algorithm?
  • A. It cannot find paths in directed graphs.
  • B. It cannot handle graphs with cycles.
  • C. It cannot handle negative weight edges.
  • D. It is not efficient for large graphs.
Q. What is the main limitation of K-Means clustering?
  • A. It is computationally expensive
  • B. It requires a predefined number of clusters
  • C. It can only handle numerical data
  • D. It is sensitive to outliers
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