Spark Streaming Courses and Certifications

Packt

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Master real-time big data processing with Spark Streaming and Scala. Develop skills in RDDs, windowing, fault tolerance, and integration with external systems. Apply advanced techniques like stateful processing and machine learning.

• Coursera
• 8 hours 51 minutes
• Self-Paced
• Paid Course

Databricks

Scaling Identity Graph Ingestion to 1M Events/Sec with Spark Streaming and Delta Lake

Discover how Adobe scales identity graph ingestion to 1M events/sec using Spark Streaming & Delta Lake across 25+ Databricks deployments, processing 70B identities for real-time personalization.

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

NPTEL;  IIT Patna

Big Data Computing

13 ratings

Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.

• YouTube
• 19 hours
• Self-Paced
• Free Video

Great Learning

Spark Streaming Tutorial - Twitter Real Time Streaming - Apache Spark for Beginners

Apache Spark Streaming is a scalable fault-tolerant streaming processing system that natively supports both batch and streaming workloads. This video will help you to understand every aspect of Spark Streaming along with the examples and visuals for bett…

• YouTube
• 2 hours 35 minutes
• Self-Paced
• Free Video

Databricks

Stateful Streaming with Apache Spark - Updating Decision Logic at Runtime

Learn how to implement stateful streaming with Spark, focusing on updating decision logic at runtime for real-time offer personalization in loyalty programs like PAYBACK.

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

Databricks

Different Streaming Methods with Apache Spark and Kafka

Explore real-time analytics using Apache Spark and Kafka. Learn about streaming methods, overcoming technical challenges, and innovative solutions for handling billions of daily events in a scalable, cost-efficient manner.

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

Apache Spark with Scala - Hands On with Big Data!

18838 ratings at Udemy

Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!

• Udemy
• 8 hours 51 minutes
• Self-Paced
• Paid Course

Spark Streaming - Stream Processing in Lakehouse - PySpark

2129 ratings at Udemy

Master Spark Structured Streaming using Python (PySpark) on Azure Databricks Cloud with a end-to-end Project

• Udemy
• 22 hours 24 minutes
• Self-Paced
• Paid Course

Devoxx

Processing Fast Data with Apache Spark - The Tale of Two Streaming APIs

Explore Apache Spark's streaming APIs for fast data processing, comparing Spark Streaming and Structured Streaming through practical examples and guidance on implementation.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Databricks

Streaming Cross-Sectional Data Visualization with Perspective and Spark

Explore real-time data visualization using Perspective and Spark Streaming. Learn to build high-performance, interactive applications for analyzing streaming data in various industries.

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

EDUCBA

Master Real-Time Streaming with Kafka & Spark

Unlock real-time data streaming expertise by building production-style pipelines with Apache Kafka and Spark to analyze trending songs and master streaming architecture.

• Coursera
• 5 hours 18 minutes
• Self-Paced
• Paid Course

Apache Spark Streaming with Python and PySpark

560 ratings at Udemy

Add Spark Streaming to your Data Science and Machine Learning Python Projects

• Udemy
• 3 hours 58 minutes
• Self-Paced
• Paid Course

Apache Spark Core and Structured Streaming 3.0 In-Depth

385 ratings at Udemy

In-Depth, Hands-On driven exposure to the features and concepts of Spark Core with tips on tuning its performance

• Udemy
• 13 hours 51 minutes
• Self-Paced
• Paid Course

Data Engineering using Kafka and Spark Structured Streaming

313 ratings at Udemy

A comprehensive Data Engineering course on building streaming pipelines using Kafka and Spark Structured Streaming

• Udemy
• 9 hours 35 minutes
• Self-Paced
• Paid Course

Big Data Computing with Spark

10 ratings at edX

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 8 weeks, 6-10 hours/week
• Self-Paced
• Free Online Course (Audit)