Stream Processing Courses and Certifications

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
• 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

CNCF [Cloud Native Computing Foundation]

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
• On-Demand
• Free Video

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)

Develop and Deploy Serverless Apps

Learn advanced serverless features, best practices, and hands-on development of a complex application, including REST APIs, event processing, authentication, and deployment with AWS Lambda.

• Udacity
• 2 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Projection, Filtering, and Aggregation of Data Streams

Master data stream manipulation techniques in C++ through hands-on practice with projection, filtering, and aggregation operations, using both procedural and functional programming approaches.

• CodeSignal
• On-Demand
• Free Certificate

Projection, Filtering, and Aggregation of Data Streams

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
• On-Demand
• Free Certificate

Exploring Additional Topics in Functional Programming

Master advanced functional programming concepts through generics, lazy evaluation, design patterns, and error handling techniques in Java.

• CodeSignal
• On-Demand
• Free Certificate

Projection, Filtering, and Aggregation of Data Streams in JS

Master data stream manipulation in JavaScript through projection, filtering, and aggregation techniques using both procedural and functional programming approaches for efficient data handling.

• CodeSignal
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)

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

2150 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 !

1931 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

DeepLearning.AI;  Amazon Web Services

Introduction to Data Engineering

191 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 38 minutes
• On-Demand
• Free Online Course (Audit)

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

Big Data Technologies

Dive into big data technologies, exploring Hadoop, Spark, NoSQL databases, and stream processing frameworks to effectively capture, store, and analyze massive datasets using modern cloud infrastructure.

• Coursera
• 4 days 1 hour 59 minutes
• On-Demand
• Free Online Course (Audit)