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NEW QUESTION: 1
A company plans to use Platform-as-a-Service (PaaS) to create the new data pipeline process. The process must meet the following requirements.
Ingest:
*Access multiple data sources
*Provide the ability to orchestrate workflow
*Provide the capability to run SQL Server Integration Services packages.
Store:
*Optimize storage for big data workloads.
*Provide encryption of data at rest.
*Operate with no size limits.
Prepare and Train:
*Provide a fully-managed and interactive workspace for exploration and visualization.
*Provide the ability to program in R, SQL, Python, Scala, and Java.
*Provide seamless user authentication with Azure Active Directory.
Model & Serve:
*Implement native columnar storage.
*Support for the SQL language
*Provide support for structured streaming.
You need to build the data integration pipeline.
Which technologies should you use? To answer, select the appropriate options in the answer area.

Answer:
Explanation:

Explanation

Ingest: Azure Data Factory
Azure Data Factory pipelines can execute SSIS packages.
In Azure, the following services and tools will meet the core requirements for pipeline orchestration, control flow, and data movement: Azure Data Factory, Oozie on HDInsight, and SQL Server Integration Services (SSIS).
Store: Data Lake Storage
Data Lake Storage Gen1 provides unlimited storage.
Note: Data at rest includes information that resides in persistent storage on physical media, in any digital format. Microsoft Azure offers a variety of data storage solutions to meet different needs, including file, disk, blob, and table storage. Microsoft also provides encryption to protect Azure SQL Database, Azure Cosmos DB, and Azure Data Lake.
Prepare and Train: Azure Databricks
Azure Databricks provides enterprise-grade Azure security, including Azure Active Directory integration.
With Azure Databricks, you can set up your Apache Spark environment in minutes, autoscale and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch and scikit-learn.
Model and Serve: SQL Data Warehouse
SQL Data Warehouse stores data into relational tables with columnar storage.
Azure SQL Data Warehouse connector now offers efficient and scalable structured streaming write support for SQL Data Warehouse. Access SQL Data Warehouse from Azure Databricks using the SQL Data Warehouse connector.
References:
https://docs.microsoft.com/bs-latn-ba/azure/architecture/data-guide/technology-choices/pipeline-orchestration-da
https://docs.microsoft.com/en-us/azure/azure-databricks/what-is-azure-databricks

NEW QUESTION: 2
Which of the following type determines which type of orders a system can create during assembly processing?
Please choose the correct answer.
Response:
A. Order type
B. Assembly type
C. Account assignment category
D. Item type
Answer: B

NEW QUESTION: 3
Welche der folgenden Überlegungen ist am wichtigsten, wenn Datenanalysen in ein Audit einbezogen werden?
A. Komplexität der Daten und zugehöriger Prüfungsprozess
B. Fähigkeit des Auditors, komplexe Analysen durchzuführen
C. Verfügbarkeit und Kosten der Tools
D. Verfügbarkeit und Qualität der Daten
Answer: A

NEW QUESTION: 4
Scenario
Additional Information
During the initiation stage the Project Manager met with the Marketing Director to find out more about the requirements of the promotional calendar and recorded the following notes:
There has been a reduction in the order numbers at the MNO Manufacturing due in part to the increased marketing activities of its competitors. 10% of customers have not re-ordered in this financial year and staff morale is poor. A number of skilled staff have left as a result and replacement staff have not been recruited due to the reduced operation. If the project is successful, a recruitment campaign will be required to fill the existing staff vacancies and there may be a requirement for additional staff. Operational costs are likely to increase because skilled staff are expensive and difficult to find.
In financial terms, there were a total of 1,500 orders in the last financial year, each with an average profit of (GBP)2k. The Marketing department believes that sending a promotional calendar to our current and prospective customers would increase orders by at least 10% with a minimum of 10 further orders from the list of prospective customers within 12 months from the date of distribution.
The Marketing Director will be funding the project from the business marketing budget. She believes that the effect of a good company image portrayed by a successful calendar would last into a second year. She has forecast the same increase in orders for a second year and predicts that the annual employee satisfaction survey will show a measurable improvement in staff morale.
A number of alternatives were explored, including:
20% discount for all repeat customers - not cost-effective and very short term A promotional calendar as a free Christmas gift - would target current and prospective customers and the benefits would last into a second year A series of television and press advertisements* was too expensive A direct mail shot to all customers - benefit would be short term
-- --
- Creation of an internet website - would not suit all customers
The calendar is seen as the favored option, as long as the company's competitors do not increase their marketing activity. Whilst the Marketing department wants a very high quality, glossy product, the project management team must be aware of the cost this will incur.
Which 2 statements should be recorded under the Timescale heading?
A. The prepared calendar pack must be delivered by the first week in December.
B. The print company requires a 2 week notification period of the calendar pack delivery.
C. Additional 10% increase in orders in year two.
D. A recruitment campaign to fill the existing staff vacancies will need to take place in the next 12 months.
E. Benefits will be lost if the project is not completed on time.
Answer: A,C