Kafka Streams Courses and Certifications

Kafka Streams with Spring Cloud Stream

374 ratings at Udemy

Mastering Real-time Stream Processing Microservices using Kafka Streams and Spring Cloud Streams

• Udemy
• 7 hours 31 minutes
• On-Demand
• Paid Course

Packt

Kafka Streams API for Developers Using Java/Spring Boot 3.X

Master Kafka Streams API with Java/Spring Boot 3.X. Build real-time data processing applications, handle stateful operations, and implement interactive queries for distributed systems.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Paid Course

The ASF

Creating a Kafka Streams Application

Develop a Kafka Streams application using KStream types and configurations for efficient data processing and analysis.

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

The ASF

Introduction to Kafka Streams

Learn the fundamentals of Kafka Streams, a powerful library for building real-time stream processing applications within the Apache Kafka ecosystem.

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

Confluent

Building a Dynamic Rules Engine with Kafka Streams

Develop a real-time threat detection system using Kafka Streams. Learn to handle dynamic rule modifications, implement external data feeds, and apply best practices for stream processing.

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

Confluent

The Nuts and Bolts of Kafka Streams - An Architectural Deep Dive

Explore Kafka Streams' internal architecture for efficient application deployment and tuning. Learn threading models, partition assignment, and key configurations to optimize performance and scalability.

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

Confluent

Build Real-time Machine Learning Apps on Generative AI with Kafka Streams

Develop real-time ML applications using Generative AI and Kafka Streams, leveraging data in motion for intelligent, streaming-based solutions.

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

Devoxx Poland

Online Machine Learning Based on Kafka Streams - Pollution Prediction System

Explore a system predicting pollution levels using Kafka Streams, based on historical and current weather data. Learn from WorldRemit's open-source project for practical machine learning applications.

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

Confluent

Creating Custom Queries with Kafka Streams IQv2

Explore custom queries with Kafka Streams Interactive Queries v2. Learn to build IQ services, create tailored queries, and test applications for efficient state store access and business-aligned data processing.

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

Confluent

Fast Fourier Transform (FFT) of Time Series in Kafka Streams

Explore digital signal processing with Kafka Streams, transforming time-domain signals to frequency domain using FFT. Learn to build a precise frequency alert system and visualize results in real-time.

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

NashKnolX

Real Time Data Processing with Kafka Streams

Master real-time stream processing with Kafka Streams, covering key APIs, data transformations, aggregations, and stateful operations for building scalable applications.

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

Apache Kafka Series - Kafka Streams for Data Processing

6702 ratings at Udemy

Learn the Kafka Streams API with Hands-On Examples, Learn Exactly Once, Build and Deploy Apps with Java 8

• Udemy
• 4 hours 51 minutes
• On-Demand
• Paid Course

Stream Processing Design Patterns with Kafka Streams

28 ratings at LinkedIn Learning

Upskill as a data professional by learning how to build streaming pipelines using Snowflake, Kafka, and AWS.

• LinkedIn Learning
• 50 minutes
• On-Demand
• Free Trial Available

JetBrains

Event Streaming Applications with Kafka - A Live Coding Session

Live coding session on event streaming with Kafka, covering Spring Kafka, Kafka Streams, and Spring Actuator. Learn to create consumers, producers, and streams for scalable, fault-tolerant applications with real-time monitoring.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Devoxx

Building Event Driven Services with Apache Kafka and Kafka Streams

Learn to build event-driven services using Apache Kafka and Kafka Streams. Explore patterns for creating scalable, stateful services with distributed logs and transactional guarantees.

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