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| Section | Objectives |
|---|---|
| Topic 1: Security and Governance | - Data security fundamentals - Access control and compliance concepts |
| Topic 2: Data Storage and Data Warehousing | - Distributed storage architecture - Data modeling concepts |
| Topic 3: Real-time Data Processing | - Stream processing concepts - Event-driven data pipelines |
| Topic 4: Data Processing and ETL | - Batch processing concepts - Data ingestion and transformation workflows |
| Topic 5: Data Analytics and Visualization | - Business intelligence and reporting concepts - Basic data analysis methods |
| Topic 6: Alibaba Cloud Big Data Ecosystem | - MaxCompute overview and use cases - E-MapReduce (EMR) cluster computing - DataWorks data integration and development platform - Object Storage Service (OSS) for data storage |
| Topic 7: Big Data Fundamentals | - Data lifecycle and processing pipeline - Core concepts of big data systems |
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