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Course Outline
Module 1: Streaming Overview
- Key differences between batch and streaming
- Streaming Data Management use cases
- Streaming architecture
- Kappa architecture
- End-to-end Streaming Data Management
- Types of Streaming data
- Benefits of Streaming
Module 2: Edge Data Streaming (EDS) Overview
- EDS architecture
- EDS key features
- EDS Data flow process
- EDS UI
- Create an EDS Service
- Create a data flow
- Deploy a data flow
- Monitor the data flow
- Lab1: Create Edge Data Streaming Service
- Lab2: Create and Deploy a Data Flow
Module 3: Big Data Streaming Overview
- Big Data Streaming overview
- Stream Data Processing with Spark streaming
- BDS component architecture
- BDS key features
Module 4: Kafka Overview
- Kafka Concepts
- Kafka core APIs
- Topics in Kafka
- Kafka models
- Kafka Use cases
- Lab: Create a Kafka connection
Module 5: Streaming Mappings
- Sources in a Streaming Mapping
- Targets in Streaming Mapping
- Lookup sources
- Kafka Data Object Properties
- Lab: Create a Mapping with Kafka Source and HDFS Target
- Lab: Create a Mapping with Kafka Source and Kafka Target
- BDS Transformations
- Lab: Enhance Mapping Using Filter and Expression Transformations
- Lab: Enhance Mapping Using Window and Aggregator Transformations
- Lab: Enhance Mapping Using Sorter and Rank Transformations
Module 6: Monitoring Logs and Troubleshooting
- Spark Monitoring
- Viewing Logs
- Troubleshooting
- Lab: Monitor an EDS Data Flow
- Lab: Monitor a BDS Mapping
Module 7: Performance Tuning and Best Practices
- Tune performance of Spark jobs
- List some best practices while working with streaming data
Module 8: End-to-End Use Case
- Use Case
- EDS and BDS – Final Goal
- Lab: Convert Unstructured Streaming Data into Structured Data
- Lab: Ingest Data from EDS to BDS and Execute a Mapping in BDS
14 Hours
Testimonials (4)
La forma de explicar del formador.
Marcos Rosas - Banco Azteca S.A. C.V.
Course - Flutter Development Bootcamp with Dart
On time, training resources is readily available
MIKHAIL JOSUE MONTECILLO - PAg-IBIG Fund
Course - Xamarin for Cross-Platform Development
The knowledge of the trainer. He was able to answer all of my questions, even questions about our platform. He also continued to help until we all understood the material.
James O'Donnell - Tennant Company
Course - Embedded Linux Kernel and Driver Development
practice exercises
