Spark Structured Streaming Courses and Certifications

Data Engineering using Databricks on AWS and Azure

1424 ratings at Udemy

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

• Udemy
• 18 hours 58 minutes
• On-Demand
• Paid Course

Real Time Spark Project for Beginners: Hadoop, Spark, Docker

92 ratings at Udemy

Building Real Time Data Pipeline Using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django and Flexmonster on Docker

• Udemy
• 6 hours 34 minutes
• On-Demand
• Paid Course

Apache Spark Project for Beginners: A Complete Project Guide

59 ratings at Udemy

Build a real-time message processing app using Apache Spark, Kafka, and MongoDB. Learn end-to-end development, streaming, and data visualization with Python Dash.

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Apache Spark for Data Engineering and Machine Learning

27 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 a week
• On-Demand
• Free Online Course (Audit)

Microsoft Azure Data Fundamentals: Explore data analytics in Azure

2 reviews

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

• Microsoft Learn
• 2 hours 7 minutes
• On-Demand
• Free Online Course

Conceptualizing the Processing Model for Azure Databricks Service

46 ratings at Pluralsight

In this course, you will learn about the Spark based Azure Databricks platform. You will see how Spark Structured Streaming processing model works, and then use it to build end-to-end production ready streaming pipeline on Azure Databricks platform.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Processing Streaming Data with Apache Spark on Databricks

24 ratings at Pluralsight

This course will teach you how to use Spark abstractions for streaming data and perform transformations on streaming data using the Spark structured streaming APIs on Azure Databricks.

• Pluralsight
• 2 hours 1 minute
• On-Demand
• Free Trial Available

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

Databricks

Build Real-Time Applications with Databricks Streaming - Fire Department Use Case

Learn to build real-time applications using Databricks Streaming, focusing on a fire department use case. Explore architecture, data sources, and implementation for live tracking of equipment, personnel, and incidents.

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

Databricks

AI-Powered Streaming Analytics for Real-Time Customer Experience

Explore AI-powered streaming analytics for real-time customer engagement. Learn to capture, process, and respond to data from various sources using Spark Structured Streaming for improved customer experiences.

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

Databricks

Accelerating Real-Time Video Analytics on a Heterogeneous CPU and FPGA Platform

Explore real-time video analytics acceleration using CPU+FPGA platforms. Learn about performance optimization, latency reduction, and cost-effective solutions for industrial applications like fraud detection and surveillance.

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

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
• On-Demand
• Conference Talk

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
• On-Demand
• Free Online Course

Databricks

Data Utility Architecture - A Lakehouse Serving the Whole Enterprise

Explore Data Utility Architecture: unifying enterprise data with Lakehouse technology. Learn how this approach simplifies data management, breaks down silos, and serves diverse needs across organizations.

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