You Are Training a TensorFlow Model on a Structured Dataset

question 12

Multiple Choice

You are training a TensorFlow model on a structured dataset with 100 billion records stored in several CSV files. You need to improve the input/output execution performance. What should you do?

• A) Load the data into BigQuery, and read the data from BigQuery.
• B) Load the data into Cloud Bigtable, and read the data from Bigtable.
• C) Convert the CSV files into shards of TFRecords, and store the data in Cloud Storage.
• D) Convert the CSV files into shards of TFRecords, and store the data in the Hadoop Distributed File System (HDFS).

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Definitions:

Political Opportunities

Circumstances or situations that can be leveraged by individuals or groups to affect political change or gain political advantage.

Legal Standing

The right of an individual or entity to initiate a lawsuit, predicated on their stake in the outcome of a dispute.

Nature

The observable aspects of the earth and its environment, encompassing flora, fauna, geological structures, and natural occurrences, distinct from man-made entities or human activities.

Lawsuits

Legal actions taken by one party against another for the resolution of a dispute in a court of law.