Apache Spark Streaming using Scala
The training provides an in-depth understanding of Apache Spark Streaming using the Scala language. The program focuses on practical implementation of stream processing systems, with an emphasis on performance and reliability. Participants will learn advanced reactive programming techniques and design patterns used in real-time systems. The workshop includes working with real data streams.
Issues
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Spark Streaming Architecture
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Reactive programming in Scala
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Stream transformations
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State management
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Error handling and retry
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Monitoring and debugging
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Design Patterns
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Testing the streams
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Performance optimization
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Integration with external systems
Benefits
- Practical mastery of streaming programming in Apache Spark using Scala
- Gain skills to design efficient real-time systems
- Debugging and troubleshooting techniques for streaming applications
- Design patterns for high availability systems
- Acquire knowledge of stream optimization and scaling methods
- Testing and deployment
Who is this training for?
Prerequisites
- Knowledge of the basics of programming in Scala
- Experience working with Apache Spark
- Basic knowledge of functional paradigms
- Understanding data processing concepts
Training program
Architecture and components
- Stream processing models
- Integration with the Spark ecosystem
- DStream and structured streams
- Stream programming in Scala
- Transformations and actions on streams
- Status handling and checkpointing
Combining streams
- Windowing and micro-batching
Advanced processing
- Error handling and retry
- Monitoring and debugging
- Performance optimization
Integration with external systems
- Benchmarks and best practices
- Designing scalable solutions
- Testing streaming applications
- Deployment and management
Backpressure strategies
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 Apache Spark Streaming using Scala training for?
This training is designed for professionals looking to develop skills in apache spark streaming using scala. Required level: advanced.
How long is the Apache Spark Streaming using Scala training?
The training lasts 3. 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.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.