Stream Processing Courses and Certifications

Amazon Web Services;  Amazon

Data Engineering on AWS - A Streaming Data Pipeline Solution (Includes Labs) (日本語)

KinesisとAmazon MSKを組み合わせ、取り込みから処理・分析・保護までのストリーミングデータパイプラインをハンズオンで構築します。

• AWS Skill Builder
• 4 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - A Streaming Data Pipeline Solution (Includes Labs) (简体中文)

使用 AWS Kinesis、MSK 和 Managed Flink 构建、优化并保护实时流数据管道，配套动手实验

• AWS Skill Builder
• 4 hours
• Self-Paced
• Paid Course

Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

343 ratings at Coursera

Explore Big Data analytics in the cloud: Spark, HDFS and MapReduce, NoSQL stores like HBase and Redis, Storm and Spark Streaming, graph processing, and deep learning frameworks.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• Paid Course

Learn Big Data: The Hadoop Ecosystem Masterclass

8995 ratings at Udemy

Master the Hadoop ecosystem using HDFS, MapReduce, Yarn, Pig, Hive, Kafka, HBase, Spark, Knox, Ranger, Ambari, Zookeeper

• Udemy
• 6 hours 25 minutes
• Self-Paced
• Paid Course

Apache Kafka Series - Kafka Streams for Data Processing

6809 ratings at Udemy

Learn the Kafka Streams API with Hands-On Examples, Learn Exactly Once, Build and Deploy Apps with Java 8

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

Introduction to Apache NiFi | Cloudera DataFlow - HDF 2.0

5361 ratings at Udemy

Apache NiFi - An Introductory Course to Learn Installation, Basic Concepts and Efficient Streaming of Big Data Flows

• Udemy
• 1 hour 53 minutes
• Self-Paced
• Paid Course

PySpark & AWS: Master Big Data With PySpark and AWS

3309 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 40 minutes
• Self-Paced
• Paid Course

Apache Flink | A Real Time & Hands-On course on Flink

2866 ratings at Udemy

A Complete In-depth and Hands-On course on a technology better than Spark for Stream processing i.e. Apache Flink

• Udemy
• 5 hours 50 minutes
• Self-Paced
• Paid Course

Programming Reactive Systems (Scala 2 version)

Build reactive systems in Scala with Akka: sequence asynchronous computations with Futures, write untyped and typed actors, and process streams with back-pressure.

• Coursera
• 7 weeks, 7 hours a week
• Self-Paced
• Paid Course

Apache Beam | A Hands-On course to build Big data Pipelines

2111 ratings at Udemy

Build Big data pipelines with Apache Beam in any language and run it via Spark, Flink, GCP (Google Cloud Dataflow).

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

Master Apache Spark - Hands On!

1347 ratings at Udemy

Learn how to slice and dice data using the next generation big data platform - Apache Spark!

• Udemy
• 6 hours 59 minutes
• Self-Paced
• Paid Course

LearnKartS Career Certificate

Apache Kafka

52 ratings at Coursera

Build end-to-end Kafka skills: producer and consumer internals, replication and multi-cluster setups, Kafka Streams and K-Tables, Connect via REST, and ACL-based security.

• Coursera
• 8 weeks, 3 hours a week
• Self-Paced
• Paid Course
• 4 courses

Serverless Data Processing with Dataflow: Develop Pipelines

44 ratings at Coursera

Develop Dataflow pipelines with the Beam SDK: windows, watermarks and triggers, sources and sinks, schemas, State and Timer APIs, SQL, DataFrames and Beam notebooks.

• Coursera
• 10 weeks, 2 hours a week
• Self-Paced
• Paid Course

Packt Career Certificate

Big Data Foundations with Hadoop and Spark

17 ratings at Coursera

Build big data pipelines with Hadoop and Spark: work with HDFS, MapReduce, Pig, Hive, Spark RDDs and SparkSQL, Spark Streaming, and Kafka producers and consumers.

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

EDUCBA

Apache Spark with Scala: Master Data Building & Analysis

10 ratings at Coursera

Build scalable Spark applications with Scala: apply RDD transformations and actions, implement Spark Streaming with windowing and checkpointing, and integrate external APIs such as Twitter.

• Coursera
• 2 weeks, 4 hours a week
• Self-Paced
• Paid Course