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| Section | Weight | Objectives |
|---|
| Relational Data in Azure | 20-25% | - Querying relational data - Azure relational data services
- 1. Azure SQL Database
- 2. Azure SQL Managed Instance
- 3. SQL Server on Azure VMs
- Relational data concepts
|
| Analytics Workloads in Azure | 25-30% | - Azure analytics services
- 1. Azure Synapse Analytics
- 2. Azure Data Lake Storage
- 3. Power BI
- Data ingestion and processing - Data visualization and reporting - Data analytics concepts
|
| Core Data Concepts | 25-30% | - Types of core data workloads - Relational vs non-relational data - Roles and responsibilities in data work - Data analytics workloads overview
|
| Non-Relational Data in Azure | 15-20% | - Non-relational data concepts - Azure storage services
- 1. Azure Blob Storage
- 2. Azure Table Storage
- 3. Azure Cosmos DB
- Data processing options for non-relational data
|
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Microsoft Azure Data Fundamentals Sample Questions (Q124-Q129):
NEW QUESTION # 124
You are using an e-commerce application that reads and writes data to an Azure SQL database.
Which processing is this application using?
- A. Stream Processing
- B. Online Transaction Processing (OLTP)
- C. Batch Processing
- D. Online Analytical Processing (OLAP)
Answer: B
Explanation:
Online Transaction Processing (OLTP) is a category of data processing that refers to the management of transactional data in real-time. OLTP involves transaction-oriented tasks such as inserting, deleting, and updating data in a database. OLTP systems mainly deal with a large number of transactions by a large number of users.
Option A is incorrect. Batch processing processes transactions in batch or group, in sequential, non-stop, often simultaneous manner. OLTP systems are preferred to manage and facilitate transaction-oriented applications.
Option B is incorrect. Stream processing focuses on the real-time processing of continuous data streams and takes action on a series of data at the time just when the data is created.
Option C is Correct. Online Transaction Processing (OLTP) is preferred for transaction-oriented tasks to manage transactional data in real-time, for e-commerce and other applications.
Option D is incorrect. Online Analytical Processing (OLAP) involves the use of complex queries for the analysis of aggregated historical data received from the OLTP systems.
Reference: To know more about the Online Transaction Processing (OLTP), refer to the documentation below from Azure:
https://docs.microsoft.com/en-us/azure/architecture/data-guide/relational-data/online-transaction- processing
NEW QUESTION # 125
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:


NEW QUESTION # 126
Select the answer that correctly completes the sentence.

Answer:
Explanation:


NEW QUESTION # 127
To complete the sentence, select the appropriate option in the answer area.

Answer:
Explanation:

Reference:
https://demand-planning.com/2020/01/20/the-differences-between-descriptive-diagnostic-predictive-cognitive-analytics/
https://azure.microsoft.com/en-us/blog/answering-whats-happening-whys-happening-and-what-will-happen-with-iot-analytics/
https://docs.microsoft.com/en-us/azure/media-services/previous/media-services-index-content
NEW QUESTION # 128
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation:

Box 1: No
A pipeline is a logical grouping of activities that together perform a task.
Box 2: Yes
You can construct pipeline hierarchies with data factory.
Box 3: Yes
A pipeline is a logical grouping of activities that together perform a task.
Reference:
https://mrpaulandrew.com/2019/09/25/azure-data-factory-pipeline-hierarchies-generation-control/
NEW QUESTION # 129
......
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