IBM Apache Spark 1.6 Developer C2090-103 Certified Exam Dumps

C2090-103 Exam Dumps

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Certification Provider: IBM
Exam Code / Number: C2090-103
Exam Name: Apache Spark 1.6 Developer
Exam Questions: 0
Corresponding Certification: IBM Certification

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IBM C2090-103 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance and Optimization10%- Application tuning
  • 1. Shuffle optimization
  • 2. Resource utilization
  • 3. Caching strategies
Topic 2: RDD Operations25%- RDD creation and manipulation
  • 1. Partitioning
  • 2. Transformations
  • 3. Persistence and caching
  • 4. Actions
Topic 3: Spark SQL and DataFrames22%- Structured data processing
  • 1. Data sources
  • 2. Queries and aggregations
  • 3. DataFrame creation
  • 4. Schema management
Topic 4: Spark Application Development15%- Building Spark applications
  • 1. Application packaging
  • 2. spark-submit
  • 3. Dependency management
Topic 5: Data Ingestion and Integration10%- Working with external data
  • 1. Text, JSON and Parquet data
  • 2. Loading and saving datasets
  • 3. HDFS integration
Topic 6: Spark Fundamentals18%- Spark architecture
  • 1. Driver, executors, cluster managers
  • 2. Spark application lifecycle
  • 3. RDD concepts


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