Stream Processing Courses and Certifications

Optimizing and Scaling ChromaDB for Vector Search

Master ChromaDB optimization techniques to reduce query latency, implement dynamic search filtering, and enable real-time stream processing for scalable vector search deployments.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Confluent

KSQLDB and Stream Processing Tutorials - KSQLDB 101

Learn to process event streams with ksqlDB's SQL syntax. Filter, transform, and query data streams, understand streams vs tables, use utility functions, and integrate with Kafka Connect. Hands-on exercises included.

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

Projection, Filtering, and Aggregation of Data Streams

1 rating

Master data stream manipulation through Python, covering projection, filtering, and aggregation techniques. Learn both procedural and functional approaches to process data effectively without external libraries.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Apache Spark 3 - Real-time Stream Processing using Scala

519 ratings at Udemy

Learn to create Real-time Stream Processing applications using Apache Spark

• Udemy
• 4 hours 18 minutes
• Self-Paced
• Paid Course

DeepLearning.AI;  Amazon Web Services

Introduction to Data Engineering

485 ratings at Coursera

Explore the data engineering lifecycle, from data generation to serving, and build an end-to-end system. Gain practical skills in gathering requirements, choosing tools, and applying data architecture principles.

• Coursera
• 17 hours 36 minutes
• Self-Paced
• Paid Course

Apache Flink | A Real Time & Hands-On course on Flink

2761 ratings at Udemy

A Complete In-depth and Hands-On course on a technology better than Spark for Stream processing i.e. Apache Flink

• Udemy
• 5 hours 50 minutes
• Self-Paced
• Paid Course

Programming Reactive Systems

Implement scalable, resilient, and responsive systems using Scala and Akka. Learn actor programming, distributed systems, failure handling, and efficient stream processing techniques.

• edX
• 9 weeks, 5-7 hours/week
• Self-Paced
• Free Certificate

Programming Reactive Systems (Scala 2 version)

Explore reactive systems using Scala and Akka. Learn asynchronous programming, actor model, failure handling, distributed computing, typed actors, and stream processing for scalable and resilient applications.

• Coursera
• 2 days 3 hours
• Self-Paced
• Paid Course

DeepLearning.AI;  Amazon Web Services

Source Systems, Data Ingestion, and Pipelines

136 ratings at Coursera

Explore source systems, implement batch and streaming pipelines, automate data workflows, and monitor data quality using AWS and open-source tools for efficient data management.

• Coursera
• 1 day 10 hours 27 minutes
• Self-Paced
• Paid Course

Azure IoT - The Complete Guide

1860 ratings at Udemy

Become an Azure IoT Expert by learning and practicing all the Azure IoT capabilities from a certified Azure architect

• Udemy
• 13 hours 18 minutes
• Self-Paced
• Paid Course

LearnKartS Career Certificate

Apache Kafka

49 ratings at Coursera

Comprehensive Apache Kafka specialization covering fundamentals, architecture, advanced techniques, and integration. Ideal for beginners and professionals seeking to master this widely-used distributed streaming platform.

• Coursera
• 8 weeks, 3 hours/week
• Self-Paced
• Paid Course
• 4 courses

Coursera

Apache Kafka - An Introduction

12 ratings at Coursera

Explore Apache Kafka's architecture, learn to configure clusters, and implement stream processing applications for real-time data exchange and analysis.

• Coursera
• 2 hours 31 minutes
• Self-Paced
• Paid Course

EDUCBA

Command Mastery and Unix Help Tools

11 ratings at Coursera

Master Unix command-line operations through hands-on practice with command chaining, stream manipulation, and automation using tools like xargs, grep, and awk for professional workflows.

• Coursera
• 4 hours 19 minutes
• Self-Paced
• Paid Course

DP-603: Implementing Real Time Analytics with Microsoft Fabric (Live Online)

8 ratings at CourseHorse

Master real-time analytics with Microsoft Fabric in this hands-on course.

• CourseHorse
• 6 hours
• Self-Paced
• $595.00

DP-700: Microsofdt Fabric Data Engineer (Live Online)

8 ratings at CourseHorse

Master the essentials of data engineering on Microsoft Azure by exploring batch and real-time analytical solutions.

• CourseHorse
• 27 hours
• Self-Paced
• $2,295.00