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Exam Professional Machine Learning Engineer topic 1 question 297 discussion

Actual exam question from Google's Professional Machine Learning Engineer
Question #: 297
Topic #: 1
[All Professional Machine Learning Engineer Questions]

You work for an ecommerce company that wants to automatically classify products in images to improve user experience. You have a substantial dataset of labeled images depicting various unique products. You need to implement a solution for identifying custom products that is scalable, effective, and can be rapidly deployed. What should you do?

  • A. Develop a rule-based system to categorize the images.
  • B. Use a TensorFlow deep learning model that is trained on the image dataset.
  • C. Use a pre-trained object detection model from Model Garden.
  • D. Use AutoML Vision to train a model using the image dataset.
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Suggested Answer: D 🗳️
by tk786786 at Feb. 19, 2025, 8:24 p.m.

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hit_cloudie
4 weeks, 1 day ago
Selected Answer: D
AutoML Vision is scalable, fast to deploy, and effective when you already have labeled data.
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