Computer Science & IT

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Q. Which of the following techniques can help prevent overfitting?
  • A. Increasing the number of features
  • B. Using a more complex model
  • C. Cross-validation
  • D. Ignoring validation data
Q. Which of the following techniques is commonly used in dynamic programming to build solutions?
  • A. Divide and conquer
  • B. Greedy algorithms
  • C. Bottom-up approach
  • D. Brute force
Q. Which of the following techniques is commonly used to prevent overfitting in neural networks?
  • A. Increasing the learning rate
  • B. Using dropout
  • C. Reducing the number of layers
  • D. Using a linear activation function
Q. Which of the following techniques is NOT commonly used in feature selection?
  • A. Recursive Feature Elimination
  • B. Principal Component Analysis
  • C. Random Forest Importance
  • D. K-Means Clustering
Q. Which of the following techniques is NOT typically used for tokenization?
  • A. Whitespace tokenization
  • B. Subword tokenization
  • C. Character tokenization
  • D. Gradient descent
Q. Which of the following techniques is NOT typically used in feature selection?
  • A. Recursive Feature Elimination
  • B. Principal Component Analysis
  • C. Random Forest Importance
  • D. K-Means Clustering
Q. Which of the following techniques is used for dimensionality reduction?
  • A. K-Means Clustering
  • B. Support Vector Machines
  • C. Principal Component Analysis
  • D. Decision Trees
Q. Which of the following techniques is used to prevent overfitting in decision trees?
  • A. Increasing the depth of the tree
  • B. Pruning the tree
  • C. Using more features
  • D. Decreasing the sample size
Q. Which of the following techniques is used to prevent overfitting in neural networks?
  • A. Increasing the learning rate
  • B. Using dropout layers
  • C. Reducing the number of layers
  • D. Using a larger batch size
Q. Which of the following tools is commonly used for deploying machine learning models?
  • A. TensorFlow Serving
  • B. Jupyter Notebook
  • C. Pandas
  • D. NumPy
Q. Which of the following tools is commonly used for model deployment?
  • A. TensorFlow Serving
  • B. Pandas
  • C. NumPy
  • D. Matplotlib
Q. Which of the following tools is commonly used to implement a lexical analyzer?
  • A. Yacc
  • B. Lex
  • C. Bison
  • D. ANTLR
Q. Which of the following traversal methods can be implemented using a stack?
  • A. In-order
  • B. Pre-order
  • C. Post-order
  • D. All of the above
Q. Which of the following traversal methods can be used to create a mirror image of a binary tree?
  • A. Pre-order
  • B. In-order
  • C. Post-order
  • D. All of the above
Q. Which of the following traversal methods can be used to obtain a sorted order of elements in a binary search tree?
  • A. Pre-order
  • B. Post-order
  • C. In-order
  • D. Level-order
Q. Which of the following traversal methods can be used to obtain a sorted order of a binary search tree?
  • A. Pre-order
  • B. In-order
  • C. Post-order
  • D. Level-order
Q. Which of the following traversal methods can be used to print the nodes of a binary tree level by level?
  • A. In-order
  • B. Pre-order
  • C. Post-order
  • D. Level-order
Q. Which of the following traversal methods uses a queue data structure?
  • A. In-order
  • B. Pre-order
  • C. Post-order
  • D. Level-order
Q. Which of the following traversal methods uses a queue?
  • A. Inorder
  • B. Preorder
  • C. Postorder
  • D. Level Order
Q. Which operation is guaranteed to be O(log n) in a Red-Black tree?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. All of the above
Q. Which operation is guaranteed to be O(log n) in an AVL tree?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. All of the above
Q. Which operation is guaranteed to be O(log n) in both AVL and Red-Black trees?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. All of the above
Q. Which operation is guaranteed to take O(log n) time in a Red-Black tree?
  • A. Insertion
  • B. Deletion
  • C. Search
  • D. All of the above
Q. Which operation is more complex in a Red-Black tree compared to an AVL tree?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. Traversal
Q. Which operation is more complex in an AVL tree compared to a Red-Black tree?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. Traversal
Q. Which operation is more complex in AVL trees compared to Red-Black trees?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. Traversal
Q. Which operation is more complex in terms of time for AVL trees compared to Red-Black trees?
  • A. Searching
  • B. Insertion
  • C. Deletion
  • D. Traversal
Q. Which operation is more efficient in a Red-Black tree compared to an AVL tree?
  • A. Searching
  • B. Insertion
  • C. Deletion
  • D. All of the above
Q. Which operation is more efficient in an AVL tree compared to a Red-Black tree?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. All of the above
Q. Which operation is more efficient in AVL trees compared to Red-Black trees?
  • A. Insertion
  • B. Deletion
  • C. Searching
  • D. All of the above
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