Real-Time Data Processing Courses and Certifications

Real-time Trade Data Processing and Machine Learning at Giga-Scale with Hazelcast and FINOS Perspective

Explore scalable real-time trade data processing using Hazelcast and FINOS Perspective. Learn to architect high-performance applications combining streaming data, reference data, and machine learning for front and back office use-cases.

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

StreamNative

Real-Time Data Processing and Analysis in Capital Markets

Discover how to build scalable real-time data pipelines for capital markets using SQL-based analytics to process trade events, detect anomalies, and enable high-frequency trading decisions.

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

Amazon Web Services;  Amazon

AWS SimuLearn: Real-Time Data Processing

Hands-on simulation for designing and implementing real-time data processing solutions on AWS, featuring AI-powered customer interactions and practical experience with Lambda, DynamoDB, and Kinesis.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Databricks

Building a Real-Time Feature Store for Machine Learning at iFood

Discover how iFood built a real-time feature store using Databricks and Spark Structured Streaming to process event streams, store data, and develop reliable code for efficient machine learning model predictions.

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

Learning Event Streaming Processing with Pac-Man

Explore event streaming processing through an interactive Pac-Man demo, showcasing real-time data handling and practical applications in modern software architecture.

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

Association for Computing Machinery (ACM)

SIGCOMM 2020 - Reducto - On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

Explore real-time video analytics optimization with Reducto, a filtering technique for efficient on-camera processing. Learn about system design, performance results, and practical applications.

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

Confluent

Put Events to Work and Respond in Real Time

Unlock real-time event streams to detect trends, issues, and threats. Learn how IBM Event Automation empowers teams to process events, define scenarios, and automate decisions.

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

OSACon

Streaming Analytics in Action - Real-World Case Studies from Uber, Razorpay, and Stripe

Explore real-time data processing strategies from Uber, Razorpay, and Stripe to unlock speed, scale, and actionable insights for streaming analytics implementation.

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

AWS Events

Solving Real-Time Sentiment Analysis - From Data Chaos to Elastic Streaming

Discover how to build scalable real-time sentiment analysis pipelines, migrate from batch to streaming architectures, and handle unpredictable data volumes with elastic solutions.

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

Taming Big Data with Apache Spark 4 and Python - Hands On!

17907 ratings at Udemy

PySpark tutorial with 40+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 8 hours 49 minutes
• On-Demand
• Paid Course

Microcredential

Data Streaming

147 ratings at Udacity

Develop real-time data processing skills using Apache Spark, Kafka, and streaming technologies. Build fluency in modern data engineering tools and create live analytics applications.

• Udacity
• 53 hours
• On-Demand
• Paid Course

Building Streaming Data Systems

Dive into real-time data processing with Apache Kafka and Apache Spark, gaining hands-on experience through mini-projects and personalized support during office hours.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Confluent

Maximizing Real-Time Data Processing with Apache Kafka and InfluxDB - A Comprehensive Guide

Learn to create powerful data pipelines by combining Apache Kafka and InfluxDB for real-time processing, analysis, and visualization of large-scale data, especially in IoT applications.

• YouTube
• 30 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

SAP HANA Implementation, Modelling and Reporting Course

4620 ratings at Udemy

Learn how to build a Real Time Platform using SAP HANA the bestselling product in the history of SAP (1.x + 2.x+ Cloud)

• Udemy
• 1 day 3 hours 25 minutes
• On-Demand
• Paid Course