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NEW QUESTION 28
You are developing ML models with Al Platform for image segmentation on CT scans. You frequently update your model architectures based on the newest available research papers, and have to rerun training on the same dataset to benchmark their performance. You want to minimize computation costs and manual intervention while having version control for your code. What should you do?

  • A. Use Cloud Build linked with Cloud Source Repositories to trigger retraining when new code is pushed to the repository
  • B. Use Cloud Functions to identify changes to your code in Cloud Storage and trigger a retraining job
  • C. Create an automated workflow in Cloud Composer that runs daily and looks for changes in code in Cloud Storage using a sensor.
  • D. Use the gcloud command-line tool to submit training jobs on Al Platform when you update your code

Answer: B

 

NEW QUESTION 29
A Machine Learning Specialist is required to build a supervised image-recognition model to identify a cat. The ML Specialist performs some tests and records the following results for a neural network-based image classifier:
Total number of images available = 1,000
Test set images = 100 (constant test set)
The ML Specialist notices that, in over 75% of the misclassified images, the cats were held upside down by their owners.
Which techniques can be used by the ML Specialist to improve this specific test error?

  • A. Increase the dropout rate for the second-to-last layer.
  • B. Increase the training data by adding variation in rotation for training images.
  • C. Increase the number of epochs for model training
  • D. Increase the number of layers for the neural network.

Answer: C

 

NEW QUESTION 30
A Machine Learning team runs its own training algorithm on Amazon SageMaker. The training algorithm requires external assets. The team needs to submit both its own algorithm code and algorithm-specific parameters to Amazon SageMaker.
What combination of services should the team use to build a custom algorithm in Amazon SageMaker?
(Choose two.)

  • A. Amazon ECS
  • B. Amazon S3
  • C. Amazon ECR
  • D. AWS CodeStar
  • E. AWS Secrets Manager

Answer: B,C

 

NEW QUESTION 31
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