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Microsoft 070-776 certification exam is aimed at professionals who work with data in a variety of industries, including healthcare, finance, retail, and more. It is also suitable for those who are looking to advance their careers in data engineering and become experts in cloud-based data solutions. 070-776 exam is designed to validate the skills and knowledge required to build efficient and effective data solutions using Microsoft Azure.

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Reference: https://www.microsoft.com/en-us/learning/exam-70-776.aspx

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Microsoft 070-776 Exam Syllabus Topics:

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

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