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Exam Code:
Associate-Developer-Apache-Spark-3.5
Exam Name:
Databricks Certified Associate Developer for Apache Spark 3.5 - Python
Questions:
94 Q&A
Product Type:

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NEW QUESTION: 1
You are selecting antennas for a WLAN operating in the 5 GHz frequency band. What specifications should be evaluated for an antenna before it is implemented in this WLAN system? (Choose 3)
A. Return Loss Rating
B. Impedance in Ohms
C. 802.11ad compatibility
D. Elevation Beamwidth
E. Operating Frequencies
F. TPC support
Answer: B,D,E

NEW QUESTION: 2
A customer has a 10 GB AWS Direct Connect connection to an AWS region where they have a web application hosted on Amazon Elastic Computer Cloud (EC2). The application has dependencies on an on-premises mainframe database that uses a BASE (Basic Available. Sort stale Eventual consistency) rather than an ACID (Atomicity. Consistency isolation. Durability) consistency model. The application is exhibiting undesirable behavior because the database is not able to handle the volume of writes.
How can you reduce the load on your on-premises database resources in the most cost-effective way?
A. Modify the application to write to an Amazon SQS queue and develop a worker process to flush the queue to the on-premises database.
B. Provision an RDS read-replica database on AWS to handle the writes and synchronize the two databases using Data Pipeline.
C. Use an Amazon Elastic Map Reduce (EMR) S3DistCp as a synchronization mechanism between the on-premises database and a Hadoop cluster on AWS.
D. Modify the application to use DynamoDB to feed an EMR cluster which uses a map function to write to the on-premises database.
Answer: C

NEW QUESTION: 3
Which of the following process ensures that extracted data are ready for analysis?
A. Data gathering
B. Explanation:
Data validation ensures that extracted data are ready for analysis. One objective is to perform data quality tests to ensure data are valid complete and free of errors. This may also involve making data from different sources suitable for comparative analysis.
C. Data access
D. Data validation
E. Data analysis
Answer: D
Explanation:
is incorrect. Data gathering is the process of collecting data on risk to be monitored, prepare a detailed plan and define the project's scope. In the case of a monitoring project, this step should involve process owners, data owners, system custodians and other process stakeholders. Answer: D is incorrect. In the data access process, management identifies which data are available and how they can be acquired in a format that can be used for analysis. There are two options for data extraction: Extracting data directly from the source systems after system owner approval Receiving data extracts from the system custodian (IT) after system owner approval Answer: A is incorrect. Analysis of data involves simple set of steps or complex combination of commands and other functionality. Data analysis is designed in such a way to achieve the stated objectives from the project plan. Although this may be applicable to any monitoring activity, it would be beneficial to consider transferability and scalability. This may include robust documentation, use of software development standards and naming conventions.

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