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 Online Course

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 Online Course

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 Online Course

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
• Free Online Course (Audit)

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 a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

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

2089 ratings at Udemy

A Complete In-depth and HANDS-ON practical course on a technology better than Spark for Stream processing - Apache Flink

• Udemy
• 5 hours 50 minutes
• On-Demand
• Paid Course

Apache Kafka Series - KSQL on ksqlDB for Stream Processing !

1899 ratings at Udemy

Use SQL on Apache Kafka with Confluent ksqlDB! Build an entire taxi booking application based on KSQL stream processing

• Udemy
• 4 hours 2 minutes
• On-Demand
• Paid Course

Practice Exams | Microsoft Azure Exam AZ-220 IoT Developer

84 ratings at Udemy

Be prepared for the Microsoft Azure Exam AZ-220: Microsoft Azure IoT Developer

• Udemy
• On-Demand
• Paid Course

Google Cloud;  Google Microcredential

Serverless Data Processing Dataflow em Português Brasileiro

Aprenda processamento de dados sem servidor usando Google Cloud Dataflow. Domine fundamentos, desenvolvimento de pipelines e operações para aplicativos de Big Data escaláveis e eficientes.

• Coursera
• 9 weeks, 3 hours a week
• On-Demand
• Paid Course

DeepLearning.AI;  Amazon Web Services

Introduction to Data Engineering

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 32 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Amazon Web Services

Source Systems, Data Ingestion, and Pipelines

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 45 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

Apache Kafka - An Introduction

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

• Coursera
• 1 hour 41 minutes
• On-Demand
• Paid Course

Microcredential

Apache Kafka

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
• On-Demand
• Paid Course
• 4 courses

Microsoft Azure Data Fundamentals: Explore data analytics in Azure

2 reviews

Microsoft Azure Data Fundamentals: Explore modern data warehouse analytics in Azure

• Microsoft Learn
• 3 hours 31 minutes
• On-Demand
• Free Online Course