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| Topic | Details | Weights |
|---|---|---|
| Architecture and Integration | -Implement MapReduce -Evaluate use cases for selecting Hive, Big SQL, or HBase -Create and/or query a Solr index -Evaluate use cases for selecting potential file formats (e.g. JSON, CSV, Parquet, Sequence, etc..) -Utilize Apache Hue for search visualization | 17% |
| Data Loading | -Load unstructured data into InfoSphere BigInsights -Import streaming data into Hadoop using InfoSphere Streams -Create a BigSheets workbook -Import data into Hadoop and create Big SQL table definitions -Import data to HBase -Import data to Hive -Use Data Click to load from relational sources into InfoSphere BigInsights with a self-service process -Extract data from a relational source using Sqoop -Load log data into Hadoop using Flume -Insert data via IBM General Parallel File System (GPFS) Posix file system API -Load data with Hadoop command line utility | 34% |
| Data Security | -Keep data secure within PCI standards -Uses masking (e.g. Optim, Big SQL), and redaction to protect sensitive data | 8% |
| Performance and Scalability | -Use Resilient Distributed Dataset (RDD) to improve MapReduce performance -Choose file formats to optimize performance of Big SQL, JAQL, etc. -Make specific performance tuning decisions for Hive and HBase -Analyze performance considerations when using Apache Spark | 15% |
| Data Preparation, Transformation, and Export | -Use Jaql query methods to transform data in InfoSphere BigInsights -Capture and prep social data for analytics -Integrating SPSS model scoring in InfoSphere Streams -Implement entity resolution within a Big Data platform (e.g. Big Match) -Utilize Pig for data transformation and data manipulation -Use Big SQL to transform data in InfoSphere BigInsights -Export processing results out of Hadoop (e.g. DataClick, DataStage, etc.) -Utilize consistent regions in InfoSphere Streams to ensure at least once processing | 26% |
Reference: https://www.ibm.com/certify/exam?id=C2090-101
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Loading | 34% | - Load unstructured data into InfoSphere BigInsights - Import streaming data using InfoSphere Streams - Extract data from relational sources using Sqoop - Ingest data into HBase and Hive - Create Big SQL tables and load data into Hadoop - Load log files with Flume and command-line tools |
| Topic 2: Performance and Scalability | 15% | - Optimize query execution and workload management - Apply best practices for latency and throughput - Tune Hive, HBase, and Big SQL performance - Ensure high availability and scalability |
| Topic 3: Architecture and Integration | 17% | - Integrate GPFS and distributed file systems - Implement MapReduce and RDD concepts - Evaluate use cases for Hive, Big SQL, and HBase - Design cluster architecture and storage layers - Ensure consistent processing with InfoSphere Streams |
| Topic 4: 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 5: Data Preparation, Transformation, and Export | 26% | - Create BigSheets workbooks - Export results from Hadoop environment - Apply Jaql for data manipulation - Use Pig for data transformation - Perform entity resolution and data cleansing |
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