Technologies / Data & Analytics

Unified batch and stream processing with Apache Beam

Advanced technical training presenting a unified approach to data processing using Apache Beam. The workshop program focuses on the practical use of the Beam programming model to create universal data processing pipelines, running in both batch and streaming modes. The class is conducted in the form of an intensive workshop, where participants learn both the theoretical basics and practical applications of Apache Beam in real business scenarios. Special emphasis is placed on understanding the unified model and the practical aspects of implementing mobile analytics solutions.

Issues

Apache Beam
Unified Processing Model
Data transformations
Windowing
State Management
Side Inputs/Outputs
Testing Framework
Performance Optimization
Runners Configuration
Pipeline Design
Data Processing Patterns
DevOps Practices

Benefits

Gain the ability to design universal data processing pipelines that work in different environments
Techniques for effective use of the Beam programming model
Competence in the implementation of portable analytical solutions
Optimizing data processing in various scenarios
Testing and debugging data pipelines
Strengthening the ability to implement solutions in a production environment

Who is this training for?

Big Data application developers

Data engineers working with various processing engines

Analytics solution architects

Developers of data processing systems

Data integration specialists

Data analysts interested in automating processing

MLOps engineers using data pipelines

Prerequisites

Advanced knowledge of Java or Python programming
Basic knowledge of data processing systems
Experience working with batch or streaming data
Understand the concept of distributed processing

Training program

System architecture and components
The concept of unified processing
Integration with various runners
Designing data pipelines

Windowing and triggers

Handling late arriving data
Advanced processing patterns
Side inputs and side outputs
Complex transformations
Custom Transformations and Coders
Testing data pipelines
Implementation and optimization

Performance monitoring

DevOps 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

Frequently asked questions

Who is the Unified batch and stream processing with Apache Beam training for?

This training is designed for professionals looking to develop skills in unified batch and stream processing with apache beam. Required level: advanced.

How long is the Unified batch and stream processing with Apache Beam training?

The training lasts 2. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.