PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #260
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #260: Real Exam Question with Answer & Explanation
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Question
You are developing an ML model to identify your company's products in images. You have access to over one million images in a Cloud Storage bucket. You plan to experiment with different TensorFlow models by using Vertex AI Training. You need to read images at scale during training while minimizing data I/O bottlenecks. What should you do?
Options
- ALoad the images directly into the Vertex AI compute nodes by using Cloud Storage FUSE. Read
- BCreate a Vertex AI managed dataset from your image data. Access the
- CConvert the images to TFRecords and store them in a Cloud Storage bucket. Read the
- DStore the URLs of the images in a CSV file. Read the file by using the
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