[
  {
    "title": "AI for Beginners: Quizzes",
    "complete": "Congratulations, you completed the quiz!",
    "error": "Sorry, try again",
    "quizzes": [
      {
        "id": 108,
        "title": "Pre-trained Networks and Transfer Learning: Pre Quiz",
        "quiz": [
          {
            "questionText": "Transfer learning approach uses untrained models for classification",
            "answerOptions": [
              {
                "answerText": "true",
                "isCorrect": false
              },
              {
                "answerText": "false",
                "isCorrect": true
              }
            ]
          },
          {
            "questionText": "One of these is not a normalization technique?",
            "answerOptions": [
              {
                "answerText": "height normalization",
                "isCorrect": true
              },
              {
                "answerText": "weight normalization",
                "isCorrect": false
              },
              {
                "answerText": "layer normalization",
                "isCorrect": false
              }
            ]
          },
          {
            "questionText": "We choose Stochastic Gradient Descent(SGD) in deep learning because classical gradient descent can be ____",
            "answerOptions": [
              {
                "answerText": "fast",
                "isCorrect": false
              },
              {
                "answerText": "slow",
                "isCorrect": true
              }
            ]
          }
        ]
      },
      {
        "id": 208,
        "title": "Pre-trained Networks and Transfer Learning: Post Quiz",
        "quiz": [
          {
            "questionText": "Dropout layers act as a ____ technique",
            "answerOptions": [
              {
                "answerText": "gradient boosting",
                "isCorrect": false
              },
              {
                "answerText": "training",
                "isCorrect": false
              },
              {
                "answerText": "regularization",
                "isCorrect": true
              }
            ]
          },
          {
            "questionText": "freezing weights of convolutional feature extractor can be done by ____",
            "answerOptions": [
              {
                "answerText": "setting `requires_grad` property to `False`",
                "isCorrect": false
              },
              {
                "answerText": "setting `trainable` property to `False`",
                "isCorrect": false
              },
              {
                "answerText": "a and b",
                "isCorrect": true
              }
            ]
          },
          {
            "questionText": "Batch normalization is to bring values that flow through the ____ to right interval",
            "answerOptions": [
              {
                "answerText": "algorithms",
                "isCorrect": false
              },
              {
                "answerText": "batches",
                "isCorrect": false
              },
              {
                "answerText": "neural network",
                "isCorrect": true
              }
            ]
          }
        ]
      }
    ]
  }
]