Building and Using Google Cloud AI and ML Solutions CLOUD-DIGITAL-LEADER Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   A social media platform wants to automatically flag user-uploaded images that contain inappropriate content. Which Google Cloud API feature would be used?

   • AVision API's SafeSearch detection
   • BSpeech-to-Text API's transcription
   • CNatural Language API's sentiment analysis
   • DCloud Translation API's language detection
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   A company wants to automatically extract text from scanned invoices. Which Google Cloud API is most suitable?

   • AVision API
   • BNatural Language API
   • CCloud Translation API
   • DSpeech-to-Text API
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4. 23expert · hard

   A research lab is training a very large custom neural network on a massive image dataset. They have a team of experienced ML engineers who need maximum control over the model architecture and training loop. They also need the fastest possible training performance and are willing to invest in specialized infrastructure. Which approach should they choose?

   • AUse BigQuery ML to train the model with SQL
   • BUse the pre-trained Vision API for image classification
   • CUse AutoML Vision to train the model on their dataset
   • DBuild the model with TensorFlow and train it on Cloud TPUs
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   What is a key benefit of using BigQuery ML for machine learning?

   • AIt allows users to build and run ML models using standard SQL queries directly on data in BigQuery.
   • BIt provides a fully managed environment for training custom models using Python and TensorFlow.
   • CIt is a pre-trained API for natural language processing tasks.
   • DIt automatically deploys models to mobile devices for offline inference.
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   A company wants to add voice responses to its virtual assistant so it can read out answers to users. Which Google Cloud API is most appropriate?

   • ANatural Language API
   • BVision API
   • CSpeech-to-Text API
   • DText-to-Speech API
   Reveal Solution Discussion Select an answer first