Stream Processing Courses and Certifications

Devoxx

Real-Time Data Warehousing: A Journey from Batch to Streaming with Faust

Discover how to transform batch processing into real-time data streams using Faust, exploring its components and architecture for building distributed event-driven pipelines at CERN.

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

Data Council

When to Move from Batch to Streaming and How to Do It Without Hiring an Entirely New Team

Demystify the transition from batch to real-time processing. Learn arguments, architectures, pitfalls, and open-source tools for stream processing without overhauling your team.

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

Toronto Machine Learning Series (TMLS)

Real-Time Event Streaming Patterns for AI-Native Applications

Explore how event streaming patterns power AI applications through real-time analytics, data enrichment, and stream processing for enhanced intelligence and reliable infrastructure.

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

Inference on Streaming Data at Scale Using Numaflow

Discover how Numaflow enables scalable ML inference on streaming data, simplifying event processing and integration with messaging systems like Kafka and Pulsar in Kubernetes environments.

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

Building a ChatGPT RAG Data Pipeline with RisingWave Stream Processor and Vector Store

Discover how to build a real-time ChatGPT data pipeline using RisingWave stream processor, integrating Twitter feeds with vector embeddings for enhanced similarity search and RAG-based chatbot functionality.

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

Adding MxN Streaming Support for Envoy External Processing Filter

Dive into advanced streaming capabilities with Envoy's external processing filter, exploring MxN body streaming implementation and its practical applications in data compression scenarios.

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

The ASF

Accelerating Multi-stream Join by Stream Graph Computing

Discover how stream graph computing accelerates multi-stream joins for enhanced real-time data processing performance and efficiency.

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

UofU Data Science

Streaming Models and Sampling Techniques - L12

Explore streaming data models, sampling techniques with and without replacement, reservoir sampling, and weighted sampling methods including bottom-k approaches.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Cloud Computing Concepts: Part 2

6 reviews

Explore distributed computing concepts for cloud systems, including MapReduce, NoSQL, scalability, and trending areas. Implement core techniques in C++ through hands-on exercises.

• Coursera
• 20 hours
• On-Demand
• Paid Course

Devoxx

Scalable Stream Processing - A Survey of Storm, Samza, Spark and Flink

Comprehensive overview of popular stream processing systems for real-time Big Data analytics, comparing Storm, Samza, Spark, and Flink. Explores use cases, architectures, and trade-offs for low-latency data processing.

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

GOTO Conferences

Applications in the Emerging World of Stream Processing

Explore real-time stream processing applications with Apache Kafka co-creator Neha Narkhede. Learn how to harness continuously changing data for modern businesses and analytical processes.

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

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

Develop and Deploy Serverless Apps

Learn advanced serverless features, best practices, and hands-on development of a complex application, including REST APIs, event processing, authentication, and deployment with AWS Lambda.

• Udacity
• 12 hours
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

Strange Loop Conference

Riding the Stream Processing Wave

Explore LinkedIn's stream processing challenges, innovations in machine learning applications, and advancements in nearline processing. Learn about state management and offline-online convergence in large-scale data systems.

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