Stream Processing Courses and Certifications

Rawkode Academy

Introduction to Fluentd and Fluent Bit for Log Collection and Stream Processing

Explore Fluentd and Fluent Bit for efficient log collection and stream processing in Kubernetes. Learn deployment, configuration, and practical applications for enhanced observability.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Fluent Bit Updates and Stream Processing

Explore Fluent Bit's latest performance updates, multi-worker support, and SQL stream processing features for efficient data routing, filtering, and transformation in cloud-native environments.

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

Data Council

CDC Stream Processing with Apache Flink

Explore Apache Flink's capabilities as a data integration hub, focusing on its SQL engine for changelog processing, CDC data handling, and materialized view maintenance. Learn about data source semantics and system integrations.

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

GeeCON Conference

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

1 rating

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Spark Streaming - Stream Processing in Lakehouse - PySpark

2129 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
• Self-Paced
• Paid Course

Devoxx

Stream Processing Smackdown - Kafka Streams vs Apache Flink

Dive into a comprehensive comparison of Kafka Streams and Apache Flink, exploring state management, fault tolerance, scalability, and integration capabilities for real-time data processing applications.

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

OSACon

Introduction to PyFlink - Stream Processing for Python Developers

Discover how to build stream processing applications using PyFlink's Table APIs and UDFs, with practical examples of Kafka integration and SQL-based streaming pipelines for Python developers.

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

The ASF

IoT Stream Processing with Apache StreamPipes and Apache Pulsar

Discover how to process IoT data streams effectively by combining Apache StreamPipes' low-code platform with Apache Pulsar's messaging capabilities for real-time analytics and monitoring.

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

The ASF

Mixing Stream and Batch Processing in Apache Flink

Master unified stream and batch processing techniques in Apache Flink, exploring architectural designs and performance optimizations for efficient data processing workflows.

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

StreamNative

Building Cost-Effective Stream Processing Applications with RisingWave and Pulsar

Discover how to build scalable, cost-efficient stream processing systems using RisingWave and Apache Pulsar for real-time analytics, fraud detection, and anomaly monitoring with practical implementation strategies.

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

StreamNative

Beam and Pulsar - Powerful Stream Processing at Scale

Discover how Apache Beam and Apache Pulsar combine to enable powerful stream processing capabilities, scalable data pipelines, and real-time analytics at enterprise scale.

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

Simplify Stream Data Processing with Declarative, Scalable Kubernetes Native Technologies

Discover how to implement efficient, cost-effective stream data processing using Kubernetes-native technologies while ensuring resilience and scalability in cloud-native environments.

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

StreamNative

The Need for Speed - Optimizing Flink for Low-Latency Stream Processing

Discover advanced Apache Flink optimization techniques to achieve ultra-low latency in real-time data processing through resource tuning, state backend configuration, and bottleneck removal.

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

StreamNative

AI + Stream Processing - Insights from Streaming 300B Telemetry Trace Spans per Day with Flink

Discover how Salesforce processes 300 billion telemetry spans daily using Apache Flink for real-time observability and service dependency mapping at extreme scale.

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