Streaming Data Courses and Certifications

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
• 12 weeks, 15 hours a week
• On-Demand
• Paid Course
• 4 courses

Creating a Streaming Data Pipeline With Apache Kafka

In this lab, you create a streaming data pipeline with Kafka providing you a hands-on look at the Kafka Streams API. You will run a Java application that uses the Kafka Streams library by showcasing a simple end-to-end data pipeline powered by Apache.

• Google Skills
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow - Advanced Streaming Analytics Pipeline with Cloud Dataflow (Java)

In this lab you read deal with late and malformed streaming data using advanced Apache Beam concepts.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Create a Streaming Data Lake on Cloud Storage: Challenge Lab

This challenge lab tests your skills and knowledge from the labs in the <b>Create a Streaming Data Lake on Cloud Storage<b> quest. You should be familiar with the content of labs before attempting this lab.

• Google Skills
• On-Demand
• Paid Course

Streaming HL7 to FHIR Data with Healthcare API

In this lab, you will explore some of the features of Cloud Healthcare API (HCAPI) to stream HL7v2 messages into HCAPI datastores and convert HL7v2 to FHIR and import the FHIR data into BigQuery for analytical use.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Digital Classroom - Building Streaming Data Analytics Solutions on AWS

Learn to build streaming data analytics solutions using AWS services like Amazon Kinesis and MSK. Gain skills in data ingestion, storage, processing, security, and cost management for real-time applications.

• AWS Skill Builder
• 8 hours
• On-Demand
• Paid Course

Create a Streaming Data Lake on Cloud Storage

Build a real-time data lake using Google Cloud's Pub/Sub, Dataflow, and Cloud Storage. Learn to process and store streaming data efficiently for advanced analytics and insights.

• Google Skills
• 2 hours 30 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Amazon Connect Data Streaming Intermediate

Explore real-time contact center data streaming with Amazon Connect. Learn core concepts, design considerations, and implementation scenarios using Kinesis Data Streams and Data Firehose.

• AWS Skill Builder
• 50 minutes
• On-Demand
• Free Certificate

Implement a Data Streaming Solution with Azure Stream Analytics

Implement a Data Streaming Solution with Azure Streaming Analytics

• Microsoft Learn
• 3 hours 2 minutes
• On-Demand
• Free Online Course

CodeWithYu

Realtime Data Streaming - End-to-End Data Engineering Project

Build a real-time data streaming pipeline using Apache Airflow, Kafka, Spark, and Cassandra. Learn end-to-end data engineering, from ingestion to processing and storage, all containerized with Docker.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Confluent

Kafka Connect 101 - Complete Tutorial for Scalable Data Streaming (2023)

Master scalable data streaming between Apache Kafka and other systems with hands-on deployment, connector management, and troubleshooting techniques.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Microcredential

Enterprise Data Integration, Governance and Architecture

74 ratings at Coursera

Master data architecture and governance, learning integration technologies, privacy practices, and enterprise frameworks to lead data transformation initiatives and optimize business operations.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Serverless Data Processing with Dataflow: Develop Pipelines

44 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
• 23 hours 24 minutes
• On-Demand
• Paid Course

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)

Coursera

Deploy Decision Platforms in Real-Time

Master real-time AI decision platforms with sub-60-second alerting, Kafka-Spark pipelines, and enterprise-grade performance validation for automated decision-making at scale.

• Coursera
• 3 hours 24 minutes
• On-Demand
• Paid Course