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MICROSOFT 70-775 Exam Reference, Microsoft Documents

Reference: https://www.microsoft.com/en-us/learning/exam-70-775.aspx

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Microsoft 070-775 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Administer and Provision HDInsight Clusters25%- Secure and manage multi-user clusters
  • 1. Manage user authorization and permissions
  • 2. Configure domain-joined clusters
  • 3. Use Ambari and Ranger administration tools
- Ingest and prepare data
  • 1. Load data into Azure Data Lake Store
  • 2. Optimize data storage formats
  • 3. Load data into Azure Blob Storage
- Deploy and configure HDInsight clusters
  • 1. Configure storage and networking
  • 2. Create and manage HDInsight cluster types
  • 3. Customize clusters with script actions
- Monitor and troubleshoot clusters
  • 1. Use YARN logs and heap dumps
  • 2. Analyze HDInsight logs
  • 3. Monitor resources with Operations Management Suite
Topic 2: Implement Big Data Real-Time Processing Solutions25%- Create Spark Streaming applications
  • 1. Process streaming data in real time
  • 2. Use DStreams
  • 3. Implement Structured Streaming
- Implement event processing solutions
  • 1. Use Apache Storm
  • 2. Integrate Apache Kafka
  • 3. Store and process streaming data with HBase
Topic 3: Implement Big Data Interactive Processing Solutions25%- Implement interactive processing on HBase
  • 1. Query HBase data efficiently
  • 2. Use Apache Phoenix
- Create interactive query solutions
  • 1. Use Spark SQL
  • 2. Use Interactive Hive
- Perform exploratory data analysis
  • 1. Analyze data with Spark SQL
  • 2. Use Hive for exploration
  • 3. Work with Jupyter notebooks
  • 4. Use Apache Zeppelin
Topic 4: Implement Big Data Batch Processing Solutions25%- Operationalize Hadoop and Spark workloads
  • 1. Use Azure Data Factory orchestration
  • 2. Automate workflows with Apache Oozie
- Implement batch processing with Hive and Pig
  • 1. Design Hive-based solutions
  • 2. Manage data processing workflows
  • 3. Execute Pig jobs
- Design ETL solutions with Spark
  • 1. Create Spark ETL processes
  • 2. Optimize Spark performance
  • 3. Process large-scale datasets

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