Stream Processing Courses and Certifications

Learn By Example : Apache Flink

411 ratings at Udemy

Master Apache Flink through 30 hands-on examples covering stream processing, batch operations, window functions, ML algorithms, and graph processing. Build responsive real-time data applications.

• Udemy
• 2 hours 57 minutes
• Self-Paced
• Paid Course

Kafka Streams API For Developers using Java/SpringBoot 3.X

411 ratings at Udemy

Master the Kafka Streams API to build advanced real time Kafka Streaming applications using Java and SpringBoot 3.x.

• Udemy
• 13 hours 13 minutes
• Self-Paced
• Paid Course

Apache Spark Core and Structured Streaming 3.0 In-Depth

385 ratings at Udemy

In-Depth, Hands-On driven exposure to the features and concepts of Spark Core with tips on tuning its performance

• Udemy
• 13 hours 51 minutes
• Self-Paced
• Paid Course

PHP UK Conference

Event Stream Processing in PHP

Learn to build reactive systems using React PHP for complex event processing, enabling early pattern detection in business and finance applications.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

JetBrains

Reactive Stream Processing with Akka Streams

Learn to process streaming data asynchronously and efficiently using Akka Streams, exploring Reactive Streams, back-pressure, and pipelining for robust and scalable applications.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Devoxx

Data Stream Processing - Concepts and Implementations

Explore data stream processing concepts, including time handling, Dataflow API, stream-table duality, data lookup, and deployment strategies. Compare implementations in Apache Spark Streaming, Flink, and Kafka Streams.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Stream Data Processing for Fun and Profit

Explore distributed data processing frameworks for handling large-scale event streams. Learn about Apache Storm, Spark, and emerging platforms to build reliable, scalable systems for real-time data processing.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

Rust

Antimony - A Real Time Distributed Stream Processing System

Explore real-time distributed stream processing with Antimony, a Rust-based system designed to outperform Apache Storm, addressing architectural and efficiency issues.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Devoxx

Netflix Keystone - Real-time Stream Processing Cloud Service

Explore Netflix's real-time stream processing service, processing trillions of messages daily using open-source technologies like Kafka and Flink to derive insights and intelligence from unbounded data streams.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk

Kafka Streams with Spring Cloud Stream

374 ratings at Udemy

Mastering Real-time Stream Processing Microservices using Kafka Streams and Spring Cloud Streams

• Udemy
• 7 hours 31 minutes
• Self-Paced
• Paid Course

Data Engineering using Kafka and Spark Structured Streaming

313 ratings at Udemy

A comprehensive Data Engineering course on building streaming pipelines using Kafka and Spark Structured Streaming

• Udemy
• 9 hours 35 minutes
• Self-Paced
• Paid Course

Practical Reactive Streams with Akka and Java

200 ratings at Udemy

Learn how to build asynchronous, non-blocking reactive streams with back-pressure - a really practical hands-on course

• Udemy
• 8 hours 35 minutes
• Self-Paced
• Paid Course

Introduction to Microsoft Azure Data analytics in Azure

2 ratings

Microsoft Azure Data Fundamentals: Explore modern data warehouse analytics in Azure

• Microsoft Learn
• 2 hours 7 minutes
• Self-Paced
• Free Online Course

Center for Language & Speech Processing(CLSP), JHU

Non-Stationary Multi-Stream Processing

Explore multi-stream automatic speech recognition techniques for handling non-stationary noise, featuring HMM-based approaches and subband processing methods.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Migrating Unicorn Company to Real-Time Stream Processing

Learn how Bolt transitioned to real-time data streaming, overcoming challenges and unlocking value. Explore the journey from batch processing to asynchronous, real-time data handling.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk