Technologies / Data & Analytics

Samza - Data Stream Processing

This training focuses on practical use of Apache Samza in real-time data stream processing. Through practical workshops, participants will learn the architecture and components of the Samza system and gain skills in designing and implementing stream processing solutions. Sessions are conducted in workshop format, with 70% of time dedicated to practical exercises.

Required Participant Preparation

Practical Java language knowledge
Basic distributed systems knowledge
Experience with message queuing systems
Big Data system architecture fundamentals

Benefits

Participants will be able to independently design and implement data stream processing solutions in Apache Samza
They will gain practical skills in optimizing and monitoring streaming application performance
They will develop competencies in integrating Samza with other Big Data ecosystem tools
They will learn to effectively manage states in streaming applications and deploy solutions in production environments
They will gain knowledge of best practices in designing stream processing system architecture
They will learn advanced debugging and troubleshooting techniques in Samza applications

Who is this training for?

Java developers interested in data stream processing

Big Data system architects

Data engineers working with streaming systems

Distributed systems developers

Data integration specialists

Big Data platform administrators

Data analysts seeking stream processing knowledge

Training program

Stream processing model
Hadoop ecosystem integration
Comparison with other streaming systems
Samza Stream Processing Basics
Environment configuration

Application state management
Event and message handling
Advanced Processing Techniques
Implementing custom processors

Buffering mechanisms
Performance optimization
Production Application Deployment
Monitoring and debugging

Data stream security
Operational best practices

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Training Topics

Frequently asked questions

What are the prerequisites for this training?

The Samza - Data Stream Processing training does not require specialized prior knowledge. Basic IT knowledge is sufficient.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Java developers interested in data stream processing; Big Data system architects; Data engineers working with streaming systems.