Spark Streaming Courses and Certifications

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
• On-Demand
• Paid Course

Azure DataBricks - Data Engineering With Real Time Project

671 ratings at Udemy

Real Time Project on Retail Data - PySpark ,SQL, Delta/Delta Live Table,Unity Catalogue, AutoLoader & Performance Tuning

• Udemy
• 16 hours 56 minutes
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

Big Data with Apache Spark 3 and Python: From Zero to Expert

159 ratings at Udemy

Complete bootcamp to learn PySpark, Databricks, Spark Machine Learning, Advanced Analytics, Koalas and Spark Streaming

• Udemy
• 5 hours 44 minutes
• On-Demand
• Paid Course

Advanced Big Data Systems | 高级大数据系统

高级大数据系统的实现、优化和应用，包括分布式文件系统、MapReduce/Spark、Storm/Spark streaming、Mahout等系统的原理、实现、策略优化。

• edX
• 16 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Packt

Apache Spark with Scala – Hands-On with Big Data!

Master Apache Spark and Scala for big data processing. Set up your environment, learn RDDs, SparkSQL, and advanced programming. Apply machine learning, streaming, and graph processing to real-world datasets.

• Coursera
• 11 hours 11 minutes
• On-Demand
• Paid Course

EDUCBA

Apache Spark with Scala: Master Data Building & Analysis

Master Apache Spark with Scala to build scalable big data applications, implement real-time streaming, and create fault-tolerant data pipelines for analytics roles.

• Coursera
• 8 hours 44 minutes
• On-Demand
• Paid Course

CodeWithYu

Realtime Socket Streaming with Apache Spark - End-to-End Data Engineering Project

Build a real-time data streaming pipeline using TCP/IP Socket, Apache Spark, OpenAI LLM, Kafka, and Elasticsearch. Process 7 million records for sentiment analysis and efficient data indexing.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Apache Spark Essential Training

471 ratings at LinkedIn Learning

Learn how to make Apache Spark work with other Big Data technologies and put together an end-to-end project that can solve a real-world business problem.

• LinkedIn Learning
• 1 hour 2 minutes
• On-Demand
• Free Trial Available

Devoxx

Dive into Spark Streaming

Explore Spark Streaming's API, real-time data processing challenges, and key internal processes for successful production deployment through practical examples.

• YouTube
• 1 hour
• On-Demand
• Conference Talk

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
• On-Demand
• Free Video

Building Robust Streaming Data Pipelines with Apache Spark

Learn to build robust streaming data pipelines using Apache Spark, Kafka, and Camel. Explore ETL challenges, data management, and lessons from running these technologies in Docker.

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

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
• On-Demand
• 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
• On-Demand
• Free Video

StreamNative

Unlock Next-Gen Stateful Streaming in Apache Spark with transformWithState and Streaming Platforms

Discover Apache Spark's transformWithState operator for building sophisticated, low-latency streaming applications with real-time fraud detection and session analytics examples.

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