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Course Outline

Course Outline Day 1

• Introduction to data streaming concepts

 • Batch vs real time processing fundamentals

 • Event driven architecture basics  

• Common use cases in industry  

• Overview of streaming ecosystem  

Day 2

• Streaming architecture design patterns  

• Fundamentals of distributed messaging systems

 • Producers and consumers  

• Topics, partitions, and data flow

 • Data ingestion strategies  

Day 3

• Stream processing concepts and frameworks

 • Event time vs processing time  

• Windowing techniques and use cases

 • Stateful stream processing

 • Fault tolerance and checkpointing basics  

Day 4

• Data transformation in streaming pipelines  

• ETL and ELT in real time systems

 • Schema management and evolution  

• Stream joins and enrichment  

• Introduction to cloud based streaming services

 Day 5

• Monitoring and observability in streaming systems

 • Security and access control basics

 • Performance tuning and optimization

 • End to end pipeline design review

 • Real world use cases such as fraud detection and IoT processing  

 35 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 7250 € + VAT*

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