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NEW QUESTION 25
Given the following confusion matrix for a movie classification model, what is the true class frequency for Romance and the predicted class frequency for Adventure?
- A. The true class frequency for Romance is 0 78 and the predicted class frequency for Adventure is (0 47 –
0.32). - B. The true class frequency for Romance is 57.92% and the predicted class frequency for Adventure is
1312% - C. The true class frequency for Romance is 77.56% * 0.78 and the predicted class frequency for Adventure is 20 85% ‘ 0.32
- D. The true class frequency for Romance is 77.56% and the predicted class frequency for Adventure is 20
85%
Answer: D
NEW QUESTION 26
A Machine Learning Specialist is packaging a custom ResNet model into a Docker container so the company can leverage Amazon SageMaker for training The Specialist is using Amazon EC2 P3 instances to train the model and needs to properly configure the Docker container to leverage the NVIDIA GPUs What does the Specialist need to do1?
- A. Build the Docker container to be NVIDIA-Docker compatible
- B. Organize the Docker container’s file structure to execute on GPU instances.
- C. Set the GPU flag in the Amazon SageMaker Create TrainingJob request body
- D. Bundle the NVIDIA drivers with the Docker image
Answer: D
NEW QUESTION 27
During mini-batch training of a neural network for a classification problem, a Data Scientist notices that training accuracy oscillates What is the MOST likely cause of this issue?
- A. The class distribution in the dataset is imbalanced
- B. Dataset shuffling is disabled
- C. The learning rate is very high
- D. The batch size is too big
Answer: B
NEW QUESTION 28
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