Streaming Data Courses and Certifications

Bringing Transactionality to the Streaming Ecosystem - Webinar

Explore modern streaming data platforms for real-time transaction processing, focusing on durability, scalability, and performance in critical data paths. Learn from Alpaca's experience re-engineering their order management system.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Databricks

Streaming Data Enrichment and Analysis with Redpanda, CDC, and Python

Explore real-time data enrichment using streaming platforms, Debezium for CDC, and Python-based ML for sentiment analysis. Learn strategies for data aggregation and visualization in modern streaming architectures.

• YouTube
• 18 minutes
• On-Demand
• Free Online Course

Microcredential

Data Science Decisions in Time

Learn to make confident, data-driven decisions in streaming applications through four courses covering sequential decisions, hypothesis testing, information theory, and causal inference.

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

Google Cloud;  Google

Serverless Data Processing with Dataflow: Develop Pipelines

39 ratings at Coursera

Develop advanced Dataflow pipelines using Apache Beam SDK. Learn streaming data processing, sources/sinks, schemas, stateful transformations, performance optimization, SQL/Dataframes integration, and iterative development with Beam notebooks.

• Coursera
• 1 day 7 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Serverless Data Processing with Dataflow: Develop Pipelines

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Azure Data Fundamentals (DP-900) Cert Prep: 1 Core Data Concepts

459 ratings at LinkedIn Learning

Explore core concepts in data analytics as you prepare for the DP-900 Microsoft Azure Data Fundamentals certification exam.

• LinkedIn Learning
• 53 minutes
• On-Demand
• Free Trial Available

Build Async Vue.js Apps with RxJS

201 ratings at egghead.io

Leverage RxJS streams in Vue.js apps to handle complex asynchronous behaviors, optimize data loading, and enhance user interactions with reactive programming techniques.

• egghead.io
• 41 minutes
• On-Demand
• Paid Course

Data Science on Google Cloud Platform: Building Data Pipelines

126 ratings at LinkedIn Learning

Learn how to design and build big data pipelines on Google Cloud Platform.

• LinkedIn Learning
• 1 hour 8 minutes
• On-Demand
• Free Trial Available

Implementing an Azure Databricks Environment in Microsoft Azure

77 ratings at Pluralsight

Everyday we have more data, and the problem is how do we get to where we can use the data. Learn how Azure Databricks helps solve those data problems with a robust analytics platform for bringing your data together for data engineers and scientists.

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

Getting Started with Apache Spark on Databricks

62 ratings at Pluralsight

This course will introduce you to analytical queries and big data processing using Apache Spark on Azure Databricks. You will learn how to work with Spark transformations, actions, visualizations, and functions using the Databricks Runtime.

• Pluralsight
• 1 hour 53 minutes
• On-Demand
• Free Trial Available

Combining and Shaping Data

48 ratings at Pluralsight

This course covers both conceptual and practical aspects of pulling together from different data sources, with different schemas and orientations, into a cohesive whole using Excel, Python, and various tools available on the Azure cloud platform.

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

Moving Data with Snowflake

42 ratings at Pluralsight

In this course, you'll learn how to build batch and streaming pipelines in Snowflake - by understanding data load options, securely connecting to external stores & querying them, handling errors, and working with structured & semi-structured formats.

• Pluralsight
• 1 hour 22 minutes
• On-Demand
• Free Trial Available

Handling Streaming Data with a Kafka Cluster

40 ratings at Pluralsight

This course will teach you how to handle different scenarios that are commonly encountered when using a streaming platform inside your organization.

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

Developing Microsoft Azure Intelligent Edge Solutions

19 ratings at Pluralsight

This course targets software developers that are looking to build edge solutions that can process data and make intelligent decisions. This course will showcase how to develop those solutions using Microsoft Azure.

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

Building ETL Pipelines from Streaming Data with Kafka and ksqlDB

20 ratings at Pluralsight

Kafka can do more than just storing streaming data. This course will teach you to aggregate and analyze data in Kafka with ksqlDB and Kafka Streams.

• Pluralsight
• 2 hours 35 minutes
• On-Demand
• Free Trial Available