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MICROSOFT 70-775 Exam Reference, Microsoft Documents

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Microsoft 070-775 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Implement Big Data Batch Processing Solutions	25%	- Operationalize Hadoop and Spark workloads 1. Automate workflows with Apache Oozie 2. Use Azure Data Factory orchestration - Implement batch processing with Hive and Pig 1. Execute Pig jobs 2. Design Hive-based solutions 3. Manage data processing workflows - Design ETL solutions with Spark 1. Process large-scale datasets 2. Create Spark ETL processes 3. Optimize Spark performance
Topic 2: Implement Big Data Interactive Processing Solutions	25%	- Perform exploratory data analysis 1. Use Apache Zeppelin 2. Analyze data with Spark SQL 3. Use Hive for exploration 4. Work with Jupyter notebooks - 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
Topic 3: Implement Big Data Real-Time Processing Solutions	25%	- Implement event processing solutions 1. Integrate Apache Kafka 2. Use Apache Storm 3. Store and process streaming data with HBase - Create Spark Streaming applications 1. Use DStreams 2. Process streaming data in real time 3. Implement Structured Streaming
Topic 4: Administer and Provision HDInsight Clusters	25%	- Monitor and troubleshoot clusters 1. Analyze HDInsight logs 2. Monitor resources with Operations Management Suite 3. Use YARN logs and heap dumps - Deploy and configure HDInsight clusters 1. Create and manage HDInsight cluster types 2. Customize clusters with script actions 3. Configure storage and networking - Ingest and prepare data 1. Optimize data storage formats 2. Load data into Azure Data Lake Store 3. Load data into Azure Blob Storage - Secure and manage multi-user clusters 1. Manage user authorization and permissions 2. Configure domain-joined clusters 3. Use Ambari and Ranger administration tools