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 16 minutes
• On-Demand
• Free Online Course (Audit)

Getting Started with Stream Processing with Spark Streaming

89 ratings at Pluralsight

The Spark Streaming module lets you to work with large scale streaming data using familiar batch processing abstractions. This course starts with how standard transformations and operations are performed on streams, and moves to more advanced topics.

• Pluralsight
• 2 hours 36 minutes
• On-Demand
• Free Trial Available

NPTEL;  IIT Patna

Big Data Computing

13 reviews

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
• On-Demand
• Free Video

Microcredential

Data Streaming

147 ratings at Udacity

Develop real-time data processing skills using Apache Spark, Kafka, and streaming technologies. Build fluency in modern data engineering tools and create live analytics applications.

• Udacity
• 2 months 2 weeks 3 days 12 hours
• On-Demand
• Paid Course

Streaming API Development and Documentation

Develop expertise in streaming data systems, build real-time analytics applications, and master Spark Streaming components while creating a continuous application with Structured Streaming.

• Udacity
• 2 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Apache Spark with Scala - Hands On with Big Data!

17908 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 58 minutes
• On-Demand
• Paid Course

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

149 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

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
• 10 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Big Data Computing with Spark

7 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)

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)

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

Simplifying data pipelines with Apache Kafka

Learn to streamline data pipelines using Apache Kafka. Explore architecture, command-line tools, Java API for producers and consumers, and integration with Kafka Connect and Spark Streaming.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Packt

Hadoop Ecosystem Essentials

Develop essential data analyst skills as you delve into the Hadoop ecosystem and learn how to handle large amounts of data.

• FutureLearn
• 4 weeks, 2 hours a week
• On-Demand
• $89.00

ChariotSolutions

Tools for Building the Real-Time Organization

Explore tools and architectures for processing real-time data streams, enabling organizations to make faster, better decisions through event-based systems and reactive platforms.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Spark Tutorials for Beginners

Learn Apache Spark fundamentals, including RDDs, SQL, streaming, and architecture. Hands-on tutorials cover setup, programming, and advanced concepts for big data processing.

• YouTube
• 5 hours
• On-Demand
• Free Video