Stream Processing Courses and Certifications

Stream Processing and New Approaches: Edge Processing

Explore stream processing on the edge for real-time data analysis, enabling rapid anomaly detection and distributed machine learning using open-source software.

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

Kunal Kushwaha

Batch vs Stream Processing - How to Reduce Complexity

Explore advantages and disadvantages of batch vs stream processing, and learn how to reduce complexity in batch processes using stream inline data enrichment techniques.

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

CNCF [Cloud Native Computing Foundation]

Empowering Developers with Easy, Scalable Stream Processing on Kubernetes

Explore scalable stream processing on Kubernetes with Numaflow, an open-source framework enabling easy, cost-efficient data analytics for various engineering roles, powering large-scale operations at Intuit.

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

The ASF

Unveiling the Power of IoTDB Stream Processing Engine in Industrial IoT Edge-Cloud Applications

Discover how IoTDB's stream processing engine revolutionizes Industrial IoT with real-time data handling and edge-cloud integration for enhanced operational efficiency.

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

OSACon

Querying Live Data Using Open Source SQL Engines - A Comparison of Apache Flink, ksqlDB, and Other Tools

Explore real-time data querying using SQL engines like Apache Flink, ksqlDB, Trino, and RisingWave for streaming data analysis on Kafka and other message buses.

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

OSACon

Real-Time Revolution: Kickstarting Your Journey in Streaming Data

Dive into stream processing fundamentals and learn to build real-time data applications using Python's Bytewax framework, debunking common misconceptions along the way.

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

OSACon

Proton: A Single Binary for Streaming and Historical Analytics

Dive into Proton's unified streaming analytics engine, exploring watermarking, query management, and real-time data processing capabilities for enhanced historical and live data analysis.

• YouTube
• 10 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

Conf42

Apache NiFi, Kafka, RisingWave, and Iceberg for Stock Data Processing with LLM - Conf42 Python 2024

Explore stream processing with Apache NiFi, Kafka, RisingWave, and Iceberg. Learn real-time analytics, event-driven applications, and integrating stock data with LLMs in this comprehensive overview.

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

Confreaks

Building Stream Processing Applications with Ruby and Meroxa - RubyConf 2022

Explore real-time stream processing using Ruby and the Turbine framework. Learn to build and deploy sophisticated applications without complex tooling or unfamiliar paradigms.

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

Confluent

The Present and Future of Stream Processing - Trends and Innovations

Explore trends in data streaming, Apache Kafka adoption, and the future of stream processing with industry experts. Gain insights on best practices, emerging use cases, and technological advancements.

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

Confluent

Streaming vs. Batch Processing: The Future of Data Architecture

Explore the future of data processing with industry experts as they debate streaming vs. batch, adoption challenges, and best practices for real-time data architecture.

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

DSDSD - Dutch Seminar on Data Systems Design

Decoupling Compute and Storage for Stream Processing Systems

Explore the challenges and solutions of decoupled compute and storage in stream processing systems, focusing on tiered storage mechanisms to balance performance and cost-efficiency.

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

CMU Database Group

RisingWave: Reinventing Stream Processing in the Cloud Era

Explore cloud-era stream processing innovations, focusing on state management, failure recovery, and elastic scaling. Learn about tiered storage and challenging problems in the field.

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

Confluent

Unifying Stream Processing with a Fast Data Store

Explore a unified architecture for stream processing, combining fast data storage to enhance simplicity, performance, and cost-efficiency in real-time data platforms.

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