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Exam Professional Cloud Architect All Questions

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Exam Professional Cloud Architect topic 3 question 4 discussion

Actual exam question from Google's Professional Cloud Architect
Question #: 4
Topic #: 3
[All Professional Cloud Architect Questions]

For this question, refer to the Helicopter Racing League (HRL) case study. HRL wants better prediction accuracy from their ML prediction models. They want you to use Google's AI Platform so HRL can understand and interpret the predictions. What should you do?

  • A. Use Explainable AI.
  • B. Use Vision AI.
  • C. Use Google Cloud's operations suite.
  • D. Use Jupyter Notebooks.
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️

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Chosen Answer:
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umashankar_a
Highly Voted 3 years, 4 months ago
Answer A AI Explanations helps you understand your model's outputs for classification and regression tasks. Whenever you request a prediction on AI Platform, AI Explanations tells you how much each feature in the data contributed to the predicted result. You can then use this information to verify that the model is behaving as expected, recognize bias in your models, and get ideas for ways to improve your model and your training data. https://cloud.google.com/ai-platform/prediction/docs/ai-explanations/overview
upvoted 29 times
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technodev
Highly Voted 2 years, 10 months ago
Got this question in my exam, answered A
upvoted 11 times
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JaimeMS
Most Recent 5 months, 2 weeks ago
Selected Answer: A
Answer A, BUT: "This legacy version of AI Platform Prediction is deprecated and will no longer be available on Google Cloud after January 31, 2025. All models, associated metadata, and deployments will be deleted after January 31, 2025. Migrate your resources to Vertex AI to get new machine learning features that are unavailable in AI Platform."
upvoted 2 times
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yas_cloud
8 months, 2 weeks ago
Option A - Now its Vertex AI
upvoted 4 times
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CyanideX
1 year, 1 month ago
Selected Answer: A
It's now Vertex AI
upvoted 7 times
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Kamngur
1 year, 2 months ago
Selected Answer: A
Answer A is almost correct ;). Not it should be Vertex AI.
upvoted 3 times
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omermahgoub
1 year, 11 months ago
The correct answer is A: Use Explainable AI. To understand and interpret the predictions made by HRL's ML prediction models, you should use Explainable AI. Explainable AI, also known as XAI, is a suite of tools and techniques that helps you understand and interpret the predictions made by machine learning models. With Explainable AI, you can get insights into how the model made a particular prediction, which can help you understand the underlying factors that influenced the prediction. This can help HRL improve the accuracy of their predictions and make more informed decisions based on the output of their models. Option B: Vision AI is a suite of tools and services that helps you build and deploy computer vision applications. It is not relevant to understanding and interpreting the predictions made by HRL's ML prediction models.
upvoted 4 times
omermahgoub
1 year, 11 months ago
Option C: Google Cloud's operations suite is a set of tools and services that helps you monitor, troubleshoot, and optimize your Google Cloud resources. It is not relevant to understanding and interpreting the predictions made by HRL's ML prediction models. Option D: Jupyter Notebooks is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text. It is not relevant to understanding and interpreting the predictions made by HRL's ML prediction models.
upvoted 1 times
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megumin
2 years ago
Selected Answer: A
A is ok
upvoted 1 times
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6721sora
2 years, 2 months ago
Selected Answer: A
Explainable AI now included with Vertex AI https://cloud.google.com/explainable-ai
upvoted 3 times
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AzureDP900
2 years, 4 months ago
Answer is A. https://cloud.google.com/explainable-ai
upvoted 2 times
AzureDP900
2 years, 4 months ago
https://cloud.google.com/aiplatform/prediction/docs/ai-explanations/overview
upvoted 1 times
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mad314
2 years, 7 months ago
Selected Answer: A
Had this quection on my exam.
upvoted 2 times
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esnecho
2 years, 11 months ago
Selected Answer: A
A is Correct
upvoted 1 times
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vincy2202
2 years, 11 months ago
Selected Answer: A
A is the correct answer
upvoted 1 times
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joe2211
3 years ago
Selected Answer: A
vote A
upvoted 4 times
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kopper2019
3 years, 4 months ago
hey guys new Qs posted as of July 12th, 2021, All 21 new Qs in Question #152
upvoted 1 times
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victory108
3 years, 4 months ago
A. Use Explainable AI.
upvoted 2 times
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MamthaSJ
3 years, 4 months ago
Answer is A
upvoted 4 times
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A (35%)
C (25%)
B (20%)
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