Real-Time Data Processing Courses and Certifications

Modernizing Enterprise Data Architecture for Innovation

11 ratings at Pluralsight

This course teaches you how to modernize data architecture for innovation, which will help you as a data professional to better plan out and improve your organization’s data architecture to accommodate the growing need to embrace innovation.

• Pluralsight
• 1 hour 44 minutes
• On-Demand
• Free Trial Available

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

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

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

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

16282 ratings at Udemy

PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

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

SAP HANA Implementation, Modeling and Reporting Course

4287 ratings at Udemy

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

• Udemy
• 1 day 3 hours 23 minutes
• On-Demand
• Paid Course

Introduction to Internet of Things and Cloud

3569 ratings at Udemy

Explore IoT fundamentals, devices, networks, and cloud integration. Gain hands-on experience with cloud platforms and learn about IoT security and digital storage solutions.

• Udemy
• On-Demand
• Free Online Course

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

Python & Cryptocurrency API: Build 5 Real World Applications

1155 ratings at Udemy

Build five projects using live cryptocurrency data from the web. We will use the free CoinMarketCap crypto API.

• Udemy
• 2 hours 55 minutes
• On-Demand
• Paid Course

Apache Spark Streaming 3 with Scala | Rock the JVM

606 ratings at Udemy

Stream big data with Apache Spark Streaming 3 and integrate with Kafka, JDBC, Cassandra and more, hands-on, in Scala

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

Hadoop MAPREDUCE in Depth | A Real-Time course on Mapreduce

463 ratings at Udemy

A to Z of Hadoop Mapreduce - From Scratch to Real Time Implementation of Mapreduce by HANDS-ON Coding of every component

• Udemy
• 6 hours
• On-Demand
• Paid Course

Master Course in Data Visualization & Data Warehousing (101)

186 ratings at Udemy

Data Visualization, Data Warehousing, Data Management, Business Analysis Intelligence, Data Architecture, Data Modeling

• Udemy
• 1 hour 23 minutes
• On-Demand
• Paid Course

Creating a Streaming Data Pipeline With Apache Kafka

23 ratings at Coursera

Hands-on lab exploring Kafka Streams API to build a real-time data pipeline using Java and Apache Kafka in Google Cloud, showcasing end-to-end streaming capabilities.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

Real-Time Big Data Access using HBase: Boosting Performance

Explore HBase for real-time big data processing, covering fundamentals, schema design, querying, and deployment strategies. Gain hands-on experience in optimizing performance and scalability.

• Coursera
• 22 hours 21 minutes
• On-Demand
• Free Online Course (Audit)