Real-time Stream Processing Courses and Certifications

GeeCON Conference

Building High Performance Real-time Stream Processing Microservices - GeeCON 2023

1 review

Discover best practices for real-time stream processing, addressing challenges and optimizing projects for scalability, performance, failover, reliability, and data recovery using the Hazelcast platform.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Apache Kafka - Real-time Stream Processing (Master Class)

2502 ratings at Udemy

Processing Real-time Streams using Apache Kafka and Kafka Streams API - Start as Beginner to Finish as PRO

• Udemy
• 10 hours 59 minutes
• On-Demand
• Paid Course

Spark Streaming - Stream Processing in Lakehouse - PySpark

1420 ratings at Udemy

Master Spark Structured Streaming using Python (PySpark) on Azure Databricks Cloud with a end-to-end Project

• Udemy
• 22 hours 24 minutes
• On-Demand
• Paid Course

Learn By Example : Apache Storm

521 ratings at Udemy

Explore real-time stream processing with Apache Storm through 25 practical examples, covering topology building, parallelism strategies, fault tolerance, and machine learning integration.

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Apache Spark 3 - Real-time Stream Processing using Scala

357 ratings at Udemy

Learn to create Real-time Stream Processing applications using Apache Spark

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Learning Journal

Kafka Streams - Real-time Stream Processing - Book Appendix

1 review

Learn real-time stream processing with Kafka Streams, from installation to application development and testing. Covers multi-node clusters, Windows setup, and IntelliJ IDEA configuration.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Learning Journal

Kafka Streams with Spring Cloud

Learn Apache Kafka Streams with Spring Cloud for real-time data processing. Covers setup, message production, stream processing, serialization, aggregation, windowing, joins, and testing.

• YouTube
• 7 hours
• On-Demand
• Free Video

Hands-On Real Time Stream Processing for Machine Learning

Explore real-time stream processing for machine learning with hands-on examples, covering key concepts like windowing, checkpointing, and scalable architectures for continuous data analysis.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Devoxx

Streaming Data Platforms & Clojure

Explore building a scalable streaming data platform using Clojure, Kafka, and Cassandra. Learn key concepts and live-code a system that handles high-volume, real-time data processing efficiently.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Devoxx

Zero Code Systems - Hopes, Myths and Reality

Explore low-code systems, their potential and limitations in business contexts. Learn from real-world experiences and discover innovative approaches to streamline development processes.

• YouTube
• 49 minutes
• On-Demand
• 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
• On-Demand
• Conference Talk

EuroPython Conference

Real Time Stream Processing for Machine Learning at Massive Scale

Practical insights on building scalable data streaming ML pipelines for real-time processing using Python, Kafka, SpaCy, and Seldon. Covers key concepts and best practices through a Reddit comment moderation case study.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk