Spark Structured Streaming Courses and Certifications

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

Databricks

Building a Streaming Microservice Architecture with Apache Spark Structured Streaming

Explore building a scalable, fault-tolerant streaming microservice architecture using Apache Spark, Kafka, gRPC, and Delta Lake for real-time data processing and reliable insights.

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

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 Databricks on AWS and Azure

2021 ratings at Udemy

Build Data Engineering Pipelines using Databricks core features such as Spark, Delta Lake, cloudFiles, etc.

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

Databricks Certified Data Engineer Associate - Bootcamp

1573 ratings at Udemy

[NEW 2026 SYLLABUS] Databricks Data Engineer | Databricks Certified Data Engineer Associate Certification Exam Prep

• Udemy
• 18 hours 48 minutes
• Self-Paced
• Paid Course

Apache Spark for Data Engineering and Machine Learning

28 ratings at edX

Explore Apache Spark for data engineering and machine learning, covering streaming, GraphFrames, ETL, and ML algorithms. Gain hands-on skills through labs and a real-world project.

• edX
• 3 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Coursera Credential

Real-Time, Real Fast: Kafka & Spark for Data Engineers

Master Apache Kafka and Spark to build enterprise-grade streaming systems that process millions of events per second with hands-on projects mirroring Netflix and Uber challenges.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Coursera

Process Real-Time Data with Spark Streams

Master real-time data processing with Apache Spark Structured Streaming and Kafka to build fault-tolerant pipelines for fraud detection, recommendations, and IoT analytics.

• Coursera
• 5 hours 34 minutes
• Self-Paced
• Paid Course

Apache Spark In-Depth (Spark with Scala)

526 ratings at Udemy

Comprehensive Apache Spark training covering batch processing, streaming, optimization, and deployment. Ideal for beginners and interview preparation, with hands-on projects and in-depth explanations.

• Udemy
• 1 day 16 hours 42 minutes
• Self-Paced
• Paid Course

Introduction to Microsoft Azure Data analytics in Azure

2 ratings

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

• Microsoft Learn
• 2 hours 7 minutes
• Self-Paced
• Free Online Course

NashKnolX

State Storage in Spark Structured Streaming

Learn to configure and manage state storage in Spark Structured Streaming for efficient data processing and analysis.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Databricks

Building Real-Time Sport Model Insights with Spark Structured Streaming

Discover how DraftKings uses Spark Structured Streaming and Kafka to transform sports betting simulation data into real-time trader insights for precise odds pricing.

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

StreamNative

Processing 1M Identity Graphs per Second with Spark Structured Streaming

Discover how Adobe scales identity graph processing to handle 1M+ records per second using Spark Structured Streaming and Delta Lake, achieving 10x pipeline growth with optimized performance.

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

Implement a data engineering solution with Azure Databricks

Learn to implement and optimize data engineering solutions using Azure Databricks, covering structured streaming, Delta Live Tables, performance optimization, and CI/CD workflows for efficient and reliable data processing.

• Microsoft Learn
• 8 hours 7 minutes
• Self-Paced
• Free Online Course

NDC Conferences

Building Advance Analytics Pipelines with Azure Databricks

Explore Azure Databricks for advanced analytics: Learn Spark basics, collaboration features, cluster management, and Azure integration through a detailed network intrusion anomaly detection pipeline walkthrough.

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