Streaming Data Processing Courses and Certifications

Amazon Web Services;  Amazon

Deploy an End-to-End IoT Application

Conecte dispositivos virtuales, publique mensajes y visualice datos en tiempo real utilizando AWS IoT, Lambda, API Gateway y S3 en una aplicación web serverless de IoT.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Paid Course

Conf42

Streaming DataFrames: A New Way to Process Streaming Data - Conf42 Python 2024

Explore streaming DataFrames as a novel approach to process real-time data, enhancing efficiency and simplifying stream processing workflows for Python developers.

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

AWS Certified Data Engineer Associate 2024 - Hands On!

5683 ratings at Udemy

AWS DEA-C01 certification prep course with exercises and a full-length practice exam. Redshift, Glue, Athena, and more

• Udemy
• 21 hours 29 minutes
• On-Demand
• Paid Course

Confluent: Clickstream Data Analysis Pipeline Using ksqlDB

This is a self-paced lab that takes place in the Google Cloud console. This lab will cover how to create a clickstream data analysis pipeline using ksqlDB.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Whizlabs Microcredential

Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate

Comprehensive preparation for AWS Data Engineer certification, covering storage, databases, analytics, networking, security, and data transfer on the AWS platform.

• Coursera
• On-Demand
• Paid Course
• 6 courses

Delta Lake with Azure Databricks: Deep Dive

54 ratings at Pluralsight

In this course, you'll learn about Delta Lake using Azure Databricks and its ecosystem – Delta Lake Storage, Delta Engine, Delta Architecture, Delta Live Tables, etc. – and how it provides warehouse-like features that you can use to build a Lakehouse.

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

Processing Streaming Data with Apache Spark on Databricks

25 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

Processing Streaming Data Using Apache Spark Structured Streaming

19 ratings at Pluralsight

Structured streaming is the scalable and fault-tolerant stream processing engine in Apache Spark 2 which can be used to process high-velocity streams.

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

Exploring the Apache Spark Structured Streaming API for Processing Streaming Data

19 ratings at Pluralsight

Structured streaming is the scalable and fault-tolerant stream processing engine in Apache Spark 2. Data frames in Spark 2.x support infinite data, thus effectively unifying batch and streaming applications.

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

Processing Streaming Data Using Apache Flink

12 ratings at Pluralsight

Apache Flink is built on the concept of stream-first architecture where the stream is the source of truth.

• Pluralsight
• 3 hours 21 minutes
• On-Demand
• Free Trial Available

Exploring the Apache Flink API for Processing Streaming Data

12 ratings at Pluralsight

Flink is a stateful, tolerant, and large scale system which works with bounded and unbounded datasets using the same underlying stream-first architecture.

• Pluralsight
• 3 hours 32 minutes
• On-Demand
• Free Trial Available

Exploring the Apache Beam SDK for Modeling Streaming Data for Processing

Apache Beam is an open-source unified model for processing batch and streaming data in a parallel manner. Built to support Google’s Cloud Dataflow backend, Beam pipelines can now be executed on any supported distributed processing backends.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available

Conceptualizing the Processing Model for the AWS Kinesis Data Analytics Service

Learn to process and analyze real-time streaming data using AWS Kinesis Data Analytics with Apache Flink and SQL runtimes. Integrate with Kinesis services and deploy applications via CLI and web console.

• Pluralsight
• 2 hours 34 minutes
• On-Demand
• Free Trial Available

GOTO Conferences

Processing Streaming Data with KSQL

Explore KSQL, a SQL-like language for Apache Kafka, enabling powerful stream processing applications with ease. Learn its benefits and see live coding demonstrations.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Devoxx

Processing Streaming Data with KSQL

Explore KSQL, a SQL-like language for Kafka stream processing. Learn to create powerful applications with ease through live coding demonstrations on real-time data.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk