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)

2693 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

Apache Spark 3 - Real-time Stream Processing using Scala

516 ratings at Udemy

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

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

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

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

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

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

Spark Streaming - Stream Processing in Lakehouse - PySpark

2099 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

541 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 hours 4 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Conference Talk

EuroPython Conference

Designing NRT - Near Real Time Stream Processing Systems - Using Python with Storm and Kafka

Learn to build near-real-time stream processing systems using Python, Storm, and Kafka for handling and computing large volumes of data as it arrives, with a focus on creating efficient pipelines.

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

Roboflow

Dwell Time Analysis with Computer Vision - Real-Time Stream Processing

Optimize processes using computer vision for wait time analysis. Learn object detection, tracking, and time calculation in zones to enhance customer experience and improve efficiency.

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

Real-Time Analytics - Going Beyond Stream Processing with Apache Pinot

Explore advanced real-time analytics techniques using Apache Pinot, moving beyond traditional stream processing for enhanced data insights and decision-making capabilities.

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

Real-Time Analytics - Going Beyond Stream Processing with Apache Pinot

Explore advanced real-time analytics techniques using Apache Pinot, moving beyond traditional stream processing for enhanced data insights and decision-making capabilities.

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

IoT and Stream Processing - Real-Time Data Analysis on the Edge

Explore IoT data analysis through stream processing on edge devices, enabling real-time insights and machine learning in embedded Linux environments using open-source solutions.

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