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Exam Code: Databricks-Certified-Professional-Data-Engineer
Exam Name: Databricks Certified Professional Data Engineer Exam
Vendor: Databricks

60 Questions & Answers
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NEW QUESTION: 1
Universal Containers' (UC) Technicians are required to record actual work duration against baseline estimates at the Work Order Line Item Level for certain tasks. How can this be supported using standard fields and features?
A. Train Dispatchers to update the "Duration" field when Work Orders are created. Train Service Technicians to select the appropriate Work Type, and then update the "Duration" field on the Work Order Line Item.
B. Create Work Types for all tasks requiring an estimated versus baseline value. Train Service Technicians to select the appropriate Work Type, and then update the "Duration" field on the Work Order Line Item.
C. Create Knowledge Articles with the baseline durations for each Product. Train Service Technicians to associate the appropriate Knowledge Article, and then update the "Duration" field on the Work Order Line Item.
D. Create Work Types for all tasks requiring an estimated versus baseline value. Train Service Technicians to select the appropriate Work Type, and then update the "Duration" field on the Work Order.
Answer: D

NEW QUESTION: 2
MJTelco Case Study
Company Overview
MJTelco is a startup that plans to build networks in rapidly growing, underserved markets around the world.
The company has patents for innovative optical communications hardware. Based on these patents, they can create many reliable, high-speed backbone links with inexpensive hardware.
Company Background
Founded by experienced telecom executives, MJTelco uses technologies originally developed to overcome communications challenges in space. Fundamental to their operation, they need to create a distributed data infrastructure that drives real-time analysis and incorporates machine learning to continuously optimize their topologies. Because their hardware is inexpensive, they plan to overdeploy the network allowing them to account for the impact of dynamic regional politics on location availability and cost.
Their management and operations teams are situated all around the globe creating many-to-many relationship between data consumers and provides in their system. After careful consideration, they decided public cloud is the perfect environment to support their needs.
Solution Concept
MJTelco is running a successful proof-of-concept (PoC) project in its labs. They have two primary needs:
* Scale and harden their PoC to support significantly more data flows generated when they ramp to more than 50,000 installations.
* Refine their machine-learning cycles to verify and improve the dynamic models they use to control topology definition.
MJTelco will also use three separate operating environments - development/test, staging, and production - to meet the needs of running experiments, deploying new features, and serving production customers.
Business Requirements
* Scale up their production environment with minimal cost, instantiating resources when and where needed in an unpredictable, distributed telecom user community.
* Ensure security of their proprietary data to protect their leading-edge machine learning and analysis.
* Provide reliable and timely access to data for analysis from distributed research workers
* Maintain isolated environments that support rapid iteration of their machine-learning models without affecting their customers.
Technical Requirements
Ensure secure and efficient transport and storage of telemetry data
Rapidly scale instances to support between 10,000 and 100,000 data providers with multiple flows each.
Allow analysis and presentation against data tables tracking up to 2 years of data storing approximately 100m records/day Support rapid iteration of monitoring infrastructure focused on awareness of data pipeline problems both in telemetry flows and in production learning cycles.
CEO Statement
Our business model relies on our patents, analytics and dynamic machine learning. Our inexpensive hardware is organized to be highly reliable, which gives us cost advantages. We need to quickly stabilize our large distributed data pipelines to meet our reliability and capacity commitments.
CTO Statement
Our public cloud services must operate as advertised. We need resources that scale and keep our data secure.
We also need environments in which our data scientists can carefully study and quickly adapt our models.
Because we rely on automation to process our data, we also need our development and test environments to work as we iterate.
CFO Statement
The project is too large for us to maintain the hardware and software required for the data and analysis. Also, we cannot afford to staff an operations team to monitor so many data feeds, so we will rely on automation and infrastructure. Google Cloud's machine learning will allow our quantitative researchers to work on our high-value problems instead of problems with our data pipelines.
MJTelco needs you to create a schema in Google Bigtable that will allow for the historical analysis of the last
2 years of records. Each record that comes in is sent every 15 minutes, and contains a unique identifier of the device and a data record. The most common query is for all the data for a given device for a given day. Which schema should you use?
A. Rowkey: device_id
Column data: date, data_point
B. Rowkey: data_point
Column data: device_id, date
C. Rowkey: date#data_point
Column data: device_id
D. Rowkey: date
Column data: device_id, data_point
E. Rowkey: date#device_id
Column data: data_point
Answer: B

NEW QUESTION: 3
There are ... types of senders or receivers of a message in SAP Process Integration (PI) JAVA.
Choose the correct answer.
A. Two
B. Five
C. Three
Answer: A

NEW QUESTION: 4
CORRECT TEXT
The system configuration file named _______ is commonly used to set the default runlevel. (Please provide the fill name with full path information) Answer:
Answer:
Explanation:
/etc/inittab


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