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Course Outline
Module 1: Streaming Overview
- Key distinctions between batch and streaming
- Use cases for Streaming Data Management
- 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
- Core features of EDS
- EDS data flow process
- EDS user interface
- Setting up an EDS Service
- Creating a data flow
- Deploying a data flow
- Monitoring the data flow
- Lab 1: Establishing an Edge Data Streaming Service
- Lab 2: Creating and Deploying a Data Flow
Module 3: Big Data Streaming Overview
- Introduction to Big Data Streaming
- Stream data processing using Spark streaming
- BDS component architecture
- Core features of BDS
Module 4: Kafka Overview
- Kafka concepts
- Kafka core APIs
- Kafka topics
- Kafka models
- Kafka use cases
- Lab: Establishing a Kafka connection
Module 5: Streaming Mappings
- Sources within a Streaming Mapping
- Targets in Streaming Mapping
- Lookup sources
- Properties of Kafka Data Objects
- Lab: Creating a Mapping with Kafka Source and HDFS Target
- Lab: Creating a Mapping with Kafka Source and Kafka Target
- BDS transformations
- Lab: Enhancing Mappings Using Filter and Expression Transformations
- Lab: Enhancing Mappings Using Window and Aggregator Transformations
- Lab: Enhancing Mappings Using Sorter and Rank Transformations
Module 6: Monitoring Logs and Troubleshooting
- Spark monitoring
- Viewing logs
- Troubleshooting techniques
- Lab: Monitoring an EDS data flow
- Lab: Monitoring a BDS mapping
Module 7: Performance Tuning and Best Practices
- Tuning Spark job performance
- Key best practices for working with streaming data
Module 8: End-to-End Use Case
- Use case description
- EDS and BDS – Final objective
- Lab: Transforming unstructured streaming data into structured data
- Lab: Ingesting data from EDS to BDS and executing a mapping in BDS
14 Hours
Testimonials (4)
Everything is ok.
Adrian Rybka - SEOyon
Course - Flutter Development Bootcamp with Dart
Very usefull additional informations
Grzegorz - Comp S.A.
Course - BLoC Pattern
Developing the User Auth App and the kahoot activity (made myself sure that i'm absorbing the training lectures :) and its fun!)
Jhoanne - Pag-IBIG Fund
Course - .NET MAUI Fundamentals
His knowledge and patience.
