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Which of the following statements about the Wide & Deep Learning model are true? (Select 2 answers.)
Which of the following statements about the Wide & Deep Learning model are true? (Select 2 answers.)A . The wide model is used for memorization, while the deep model is used for generalization.B . A good use for the wide and deep model is a recommender system.C . The wide...
What should you do next?
Your software uses a simple JSON format for all messages. These messages are published to Google Cloud Pub/Sub, then processed with Google Cloud Dataflow to create a real-time dashboard for the CFO. During testing, you notice that some messages are missing in the dashboard. You check the logs, and all...
Which of these sources can you not load data into BigQuery from?
Which of these sources can you not load data into BigQuery from?A . File uploadB . Google DriveC . Google Cloud StorageD . Google Cloud SQLView AnswerAnswer: D Explanation: You can load data into BigQuery from a file upload, Google Cloud Storage, Google Drive, or Google Cloud Bigtable. It is...
What could be the reason for that?
When running a pipeline that has a BigQuery source, on your local machine, you continue to get permission denied errors. What could be the reason for that?A . Your gcloud does not have access to the BigQuery resourcesB . BigQuery cannot be accessed from local machinesC . You are missing...
How would you correct the error?
Topic 5, Practice Questions Suppose you have a table that includes a nested column called "city" inside a column called "person", but when you try to submit the following query in BigQuery, it gives you an error. SELECT person FROM `project1.example.table1` WHERE city = "London" How would you correct the...
Which of these are examples of a value in a sparse vector? (Select 2 answers.)
Which of these are examples of a value in a sparse vector? (Select 2 answers.)A . [0, 5, 0, 0, 0, 0]B . [0, 0, 0, 1, 0, 0, 1]C . [0, 1]D . [1, 0, 0, 0, 0, 0, 0]View AnswerAnswer: CD Explanation: Categorical features in linear models are...
To run a TensorFlow training job on your own computer using Cloud Machine Learning Engine, what would your command start with?
To run a TensorFlow training job on your own computer using Cloud Machine Learning Engine, what would your command start with?A . gcloud ml-engine local trainB . gcloud ml-engine jobs submit trainingC . gcloud ml-engine jobs submit training localD . You can't run a TensorFlow program on your own computer...
What are two methods that can be used to denormalize tables in BigQuery?
What are two methods that can be used to denormalize tables in BigQuery?A . 1) Split table into multiple tables; 2) Use a partitioned tableB . 1) Join tables into one table; 2) Use nested repeated fieldsC . 1) Use a partitioned table; 2) Join tables into one tableD ....
What should you do?
Your company is migrating their 30-node Apache Hadoop cluster to the cloud. They want to re-use Hadoop jobs they have already created and minimize the management of the cluster as much as possible. They also want to be able to persist data beyond the life of the cluster. What should...
What should you do?
Your company’s customer and order databases are often under heavy load. This makes performing analytics against them difficult without harming operations. The databases are in a MySQL cluster, with nightly backups taken using MySQL dump. You want to perform analytics with minimal impact on operations. What should you do?A ....
