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Reference: https://www.ibm.com/certify/exam?id=C2090-101
IBM C2090-101 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Security | 8% | - Implement access control and LDAP security - Apply data masking and redaction techniques - Comply with security standards (PCI, PII protection) - Monitor and secure sensitive data |
| Topic 2: Architecture and Integration | 17% | - Evaluate use cases for Hive, Big SQL, and HBase - Implement MapReduce and RDD concepts - Ensure consistent processing with InfoSphere Streams - Design cluster architecture and storage layers - Integrate GPFS and distributed file systems |
| Topic 3: Data Preparation, Transformation, and Export | 26% | - Export results from Hadoop environment - Perform entity resolution and data cleansing - Use Pig for data transformation - Apply Jaql for data manipulation - Create BigSheets workbooks |
| Topic 4: Performance and Scalability | 15% | - Optimize query execution and workload management - Ensure high availability and scalability - Apply best practices for latency and throughput - Tune Hive, HBase, and Big SQL performance |
| Topic 5: Data Loading | 34% | - Load unstructured data into InfoSphere BigInsights - Extract data from relational sources using Sqoop - Create Big SQL tables and load data into Hadoop - Import streaming data using InfoSphere Streams - Ingest data into HBase and Hive - Load log files with Flume and command-line tools |
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