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Microsoft 070-776 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Engineering Data with Microsoft Cloud Services
Exam Number:70-776
Real Exam Qty:40-60
Related Certifications:MCSE: Data Management and Analytics
MCSA: Data Engineering with Azure
Exam Format:Build List, Scenario-Based Questions, Case Study, Multiple Response, Multiple Choice, Drag and Drop
Certificate Validity Period:Certification retired; exam retired June 30, 2019
Exam Duration:120-150
Exam Price:USD 165
Available Languages:English
Passing Score:700/1000
Sample Questions: DOWNLOAD DEMO
Exam Way:Pearson VUE testing centers worldwide; retired June 30, 2019.
Pre Condition:No mandatory prerequisite exam. Intended for data engineers, data architects, data scientists, and data developers. Common prerequisites included Azure data services, relational databases, Windows administration, and data analytics experience.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/

Microsoft 070-776 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Design and Implement Cloud-Based Integration by Using Azure Data Factory15-20%- Implement datasets and linked services
  • 1. Implement availability and policies
  • 2. Create datasets
  • 3. Configure linked services
- Orchestrate data processing pipelines
  • 1. Design end-to-end data flows
  • 2. Manage dependencies
  • 3. Design schedules
  • 4. Provision and run pipelines
- Move, transform, and analyze data
  • 1. Copy data between environments
  • 2. Create activity types
  • 3. Extend processing with custom activities
  • 4. Move data to and from SQL Data Warehouse
- Monitor and manage Azure Data Factory
  • 1. Create alerts
  • 2. Identify failures
  • 3. Use monitoring tools
  • 4. Perform redeployments
Topic 2: Design and Implement Analytics by Using Azure Data Lake25-30%- Manage Azure Data Lake Analytics
  • 1. Create and manage analytics accounts
  • 2. Optimize jobs and review historical execution
  • 3. Manage users and data sources
  • 4. Monitor and troubleshoot jobs
- Ingest data into Azure Data Lake Store
  • 1. Implement authentication and access control
  • 2. Create and configure Data Lake Store accounts
  • 3. Tune performance and diagnostics
  • 4. Copy and secure data
- Extend U-SQL programmability
  • 1. Integrate Python and R
  • 2. Share code and data assets
  • 3. Perform federated queries
  • 4. Implement user-defined functions and operators
- Integrate Azure Data Lake with other services
  • 1. Integrate with Azure Data Factory
  • 2. Integrate with HDInsight
  • 3. Integrate with Data Catalog and Event Hubs
  • 4. Connect with Azure SQL Data Warehouse
- Extract and transform data using U-SQL
  • 1. Generate output files
  • 2. Use U-SQL data types and expressions
  • 3. Manage catalogs and structured data
  • 4. Perform joins and analytical operations
Topic 3: Design and Implement Complex Event Processing by Using Azure Stream Analytics15-20%- Ingest data for real-time processing
  • 1. Select appropriate ingestion technologies
  • 2. Design partitioning schemes
  • 3. Estimate throughput and latency requirements
  • 4. Design reference data streams
  • 5. Process streaming data sources
- Design and implement Azure Stream Analytics
  • 1. Configure thresholds and alerts
  • 2. Integrate Azure Machine Learning
  • 3. Implement scoring models
  • 4. Support continuous learning scenarios
- Implement and manage streaming pipelines
  • 1. Archive streaming data
  • 2. Coordinate stream and batch processing
  • 3. Stream data to dashboards
- Query real-time data
  • 1. Guarantee event delivery
  • 2. Manage time windows
  • 3. Use built-in functions and data types
  • 4. Use Stream Analytics query language
Topic 4: Design and Implement Azure SQL Data Warehouse Solutions15-20%- Query data in Azure SQL Data Warehouse
  • 1. Monitor query performance
  • 2. Manage resource classes
  • 3. Manage statistics
  • 4. Implement query labels
- Integrate Azure SQL Data Warehouse with other services
  • 1. Integrate with Azure Machine Learning
  • 2. Import and export data
  • 3. Use PolyBase and data ingestion tools
  • 4. Migrate enterprise data warehouses
- Design tables in Azure SQL Data Warehouse
  • 1. Design table geometry
  • 2. Select distribution methods
  • 3. Design columnstore indexes
  • 4. Minimize data skew
Topic 5: Manage and Maintain Azure SQL Data Warehouse, Azure Data Lake, Azure Data Factory, and Azure Stream Analytics20-25%- Implement authentication, authorization, and auditing
  • 1. Implement auditing
  • 2. Configure firewalls
  • 3. Secure integrated services
  • 4. Integrate with Azure Active Directory
- Manage data recovery
  • 1. Support migration scenarios
  • 2. Implement geo-redundancy
  • 3. Backup and recovery
- Design storage solutions for big data
  • 1. Migrate data
  • 2. Optimize storage performance
  • 3. Select storage technologies
  • 4. Integrate cloud and on-premises solutions
- Provision Azure services
  • 1. Deploy Azure Data Lake
  • 2. Deploy Azure Data Factory
  • 3. Deploy Azure Stream Analytics
  • 4. Deploy Azure SQL Data Warehouse
- Monitor and optimize services
  • 1. Implement elastic scaling
  • 2. Manage concurrency
  • 3. Monitor workloads
  • 4. Troubleshoot performance

070-776 Exam Details Every Candidate Should Check

You need 700/1000 to pass the 070-776 exam, and registration costs USD 165. Since each attempt carries the fee, candidates who practice thoroughly first — on paper, on screen, under time pressure — put their money behind preparation rather than retakes.

The 070-776 exam is the official test for the Microsoft Engineering Data with Microsoft Cloud Services certification from Microsoft. For graduates and job seekers facing drastic competition, it does something a resume line cannot: it verifies your skills against a recognized standard, so when you enter an interview process, the credential helps you stand out on evidence rather than adjectives.

The official outline divides the 070-776 exam into weighted domains, including:

  • Design and Implement Complex Event Processing by Using Azure Stream Analytics (15-20%)
  • Manage and Maintain Azure SQL Data Warehouse, Azure Data Lake, Azure Data Factory, and Azure Stream Analytics (20-25%)
  • Design and Implement Azure SQL Data Warehouse Solutions (15-20%)

Print the Microsoft Engineering Data with Microsoft Cloud Services PDF from ActualTestsIT and mark these domains' key points directly on paper — annotating the difficult parts is a proven way to make them stick.

No mandatory prerequisite exam. Intended for data engineers, data architects, data scientists, and data developers. Common prerequisites included Azure data services, relational databases, Windows administration, and data analytics experience.

Because it was compiled with readers like you in mind. Download the 070-776 exam PDF from ActualTestsIT, print it, and the Microsoft Engineering Data with Microsoft Cloud Services content becomes a physical workbook: make notes in the margins, mark the important knowledge points on paper, and carry the pages anywhere — library, dormitory, wherever you study. Reviewing with your own annotations is efficient, and the tactile process keeps you motivated to continue. Many candidates find that once they start, learning this way becomes a genuinely happy process.

The 070-776 exam includes 40-60 questions to be completed within 120-150 minutes. Time is money during preparation too — focused practice on exam-aligned questions is the shortest route to feeling ready.

Yes — safety is engineered in, not just claimed. The 070-776 exam package from ActualTestsIT is verified virus-free, and the exam engine carries a self-protect function, so installing it on your device never puts your important files at risk. Delivery is automatic by email about a minute after payment; if the message is missing, check your spam folder, and contact support if nothing arrives within 2 hours.

Microsoft Engineering Data with Microsoft Cloud Services Sample Questions:

You have a Microsoft Azure Data Lake Analytics service.
You have a CSV file that contains employee salaries.
You need to write a U-SQL query to load the file and to extract all the employees who earn salaries that are greater than $100,000. You must encapsulate the data for reuse.
What should you use?

  • A. a table-valued function
  • B. the output command
  • C. a view
  • D. the extract command
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

You have a fact table named PowerUsage that has 10 billion rows. PowerUsage contains data about customer power usage during the last 12 months. The usage data is collected every minute. PowerUsage contains the columns configured as shown in the following table.

LocationNumber has a default value of 1. The MinuteOfMonth column contains the relative minute within each month. The value resets at the beginning of each month.
A sample of the fact table data is shown in the following table.

There is a related table named Customer that joins to the PowerUsage table on the CustomerId column. Sixty percent of the rows in PowerUsage are associated to less than 10 percent of the rows in Customer. Most queries do not require the use of the Customer table. Many queries select on a specific month.
You need to minimize how long it takes to find the records for a specific month.
What should you do?

  • A. Implement partitioning by using the MinuteOfMonth column. Implement hash distribution by using the MeasurementId column.
  • B. Implement partitioning by using the MonthKey column. Implement hash distribution by using the MeasurementId column.
  • C. Implement partitioning by using the CustomerId column. Implement hash distribution by using the MonthKey column.
  • D. Implement partitioning by using the MonthKey column. Implement hash distribution by using the CustomerId column.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this sections, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You are monitoring user queries to a Microsoft Azure SQL data warehouse that has six compute nodes.
You discover that compute node utilization is uneven. The rows_processed column from sys.dm_pdw_workers shows a significant variation in the number of rows being moved among the distributions for the same table for the same query.
You need to ensure that the load is distributed evenly across the compute nodes.
Solution: You change the table to use a column that is not skewed for hash distribution.
Does this meet the goal?

  • A. No
  • B. Yes
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

You use Microsoft Visual Studio to develop custom solutions for customers who use Microsoft Azure Data Lake Analytics.
You install the Data Lake Tools for Visual Studio.
You need to identify which tasks can be performed from Visual Studio and which tasks can be performed from the Azure portal.
What should you identify for each task? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Reveal Solution  Discussion  0

Correct Answer:


You have the following process:
* A CSV file is ingested by Microsoft Azure Stream Analytics.
* Scoring is performed by Azure Machine Learning.
* Stream Analytics returns sentiment scoring through a web service endpoint.
* Stream Analytics creates an output blob.
You need to view the output of the scoring operation and to evaluate the throughput to the Machine Learning models.
Which monitoring data should you evaluate from the Azure portal?

  • A. the request count of Machine Learning
  • B. the event count of Stream Analytics
  • C. the request count of Stream Analytics
  • D. the event count of Machine Learning
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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