over 2 years ago

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NEW QUESTION 49 Which of the following data workloads will utilize a Bronze table as its source?

• A. A job that enriches data by parsing its timestamps into a human-readable format
• B. A job that develops a feature set for a machine learning application
• C. A job that aggregates cleaned data to create standard summary statistics
• D. A job that queries aggregated data to publish key insights into a dashboard
• E. A job that ingests raw data from a streaming source into the Lakehouse

Answer: A   NEW QUESTION 50 You are using k-means clustering to classify heart patients for a hospital. You have chosen Patient Sex, Height, Weight, Age and Income as measures and have used 3 clusters. When you create a pair-wise plot of the clusters, you notice that there is significant overlap between the clusters. What should you do?

• A. Increase the number of clusters
• B. Remove one of the measures
• C. Identify additional measures to add to the analysis
• D. Decrease the number of clusters

Answer: D   NEW QUESTION 51 A data engineer wants to horizontally combine two tables as a part of a query. They want to use a shared column as a key column, and they only want the query result to contain rows whose value in the key column is present in both tables. Which of the following SQL commands can they use to accomplish this task?

• A. MERGE
• B. LEFT JOIN
• C. OUTER JOIN
• D. INNER JOIN
• E. UNION

Answer: D   NEW QUESTION 52 A data engineer has set up a notebook to automatically process using a Job. The data engineer's manager wants to version control the schedule due to its complexity. Which of the following approaches can the data engineer use to obtain a version-controllable con-figuration of the Job's schedule?

• A. They can submit the Job once on an all-purpose cluster
• B. They can link the Job to notebooks that are a part of a Databricks Repo
• C. They can download the XML description of the Job from the Job's page
• D. They can submit the Job once on a Job cluster
• E. They can download the JSON description of the Job from the Job's page

Answer: E   NEW QUESTION 53 A data architect is designing a data model that works for both video-based machine learning work-loads and highly audited batch ETL/ELT workloads. Which of the following describes how using a data lakehouse can help the data architect meet the needs of both workloads?

• A. A data lakehouse stores unstructured data and is ACID-compliant
• B. A data lakehouse fully exists in the cloud
• C. A data lakehouse provides autoscaling for compute clusters
• D. A data lakehouse combines compute and storage for simple governance
• E. A data lakehouse requires very little data modeling

Answer: A   NEW QUESTION 54 ......