Streaming Data Processing Courses and Certifications

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
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Deploy an End-to-End IoT Application

Conecte dispositivos virtuales, publique mensajes y visualice datos en tiempo real utilizando AWS IoT, Lambda, API Gateway y S3 en una aplicación web serverless de IoT.

• AWS Skill Builder
• 1-2 hours
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

ACM SIGPLAN

Flo: A Semantic Foundation for Progressive Stream Processing

Explore Flo, a parameterized streaming language that establishes semantic properties for deterministic, fresh outputs in real-time data processing, with applications in systems like Flink, LVars, and DBSP.

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

StreamNative

Why Stream Processors Must Evolve

Discover how stream processors like Kafka Streams must evolve to handle modern streaming workloads at scale, exploring decoupled architectures and cloud-native solutions.

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

StreamNative

How to Process Streaming Data: A Quick Guide

Explore key stream processing concepts, tools, and architectures to effectively handle real-time data flows, comparing platforms like Apache Flink and RisingWave for optimal implementation.

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

StreamNative

Achieving Data Interoperability with Real-time Stream Processing Using Snowflake Cortex and Apache Iceberg

Discover how to build AI applications using Snowflake Cortex and Apache Iceberg, focusing on real-time stream processing, data interoperability, and intelligent streaming transformations.

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