Data Streaming Courses and Certifications

Fields Institute

From Rough Paths to Streamed Data

Explore the mathematical connection between rough paths theory and streamed data analysis, bridging theoretical concepts with practical applications in machine learning and dynamical systems.

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

Databricks

Preventing Common Pitfalls in Production Streaming Jobs

Explore key strategies for optimizing streaming jobs in production, covering input parameters, stateful streaming, output configurations, and job modifications to ensure performance and fault tolerance.

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

Hail Hydrate - From Stream to Lake Using Open Source

Explore open-source tools for efficient data streaming and lake management, enhancing your skills in modern data architecture and processing techniques.

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

Building Modern Data Streaming Apps with Open Source

Discover best practices for building data streaming applications using open-source frameworks. Learn to orchestrate streams, perform ETL, enhance events, and make continuous queries with tools like Apache NiFi, Pulsar, Spark, and Flink SQL.

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

CNCF [Cloud Native Computing Foundation]

Introduction to Fluvio - The Programmable Platform for Data in Motion

Explore Fluvio, a programmable platform revolutionizing data-in-motion processing. Learn its key features and applications in modern data architectures for efficient, real-time data handling.

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

Big Data Emerging Technologies

270 ratings at Coursera

Explore emerging big data technologies like Hadoop, Spark, and Storm. Learn industry rankings, product lines, and gain hands-on experience with IBM SPSS Statistics for strategic business planning.

• Coursera
• 1 day 5 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Apache NiFi | Cloudera DataFlow - HDF 2.0

4917 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
• On-Demand
• Paid Course

Learn C# Programming (In Ten Easy Steps)

1807 ratings at Udemy

Master C# programming concepts, from variables to advanced features like object orientation and .NET framework. Build a solid foundation through step-by-step examples and hands-on projects.

• Udemy
• 7 hours 32 minutes
• On-Demand
• Paid Course

AWS Data Architect Bootcamp - 43 Services 500 FAQs 20+ Tools

1313 ratings at Udemy

AWS Databases, EMR, SageMaker, IoT, Redshift, Glue, QuickSight, RDS, Aurora, DynamoDB, Kinesis, Rekognition & much more

• Udemy
• 1 day 6 hours 27 minutes
• On-Demand
• Paid Course

Azure Data Lake Storage Gen2 and Data Streaming Solution

34 ratings at Coursera

Explore Azure Data Lake Storage for efficient Big Data processing, learn data uploading methods, security features, and set up Azure Stream Analytics for real-time event processing and data streaming.

• Coursera
• 9 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Kafka Fundamentals

Learn Apache Kafka's fundamentals, from setup to advanced features. Master data streaming, real-time analytics, and distributed messaging for building scalable, high-performance data pipelines.

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

Monitoring, Streams, and Connectors

Learn advanced Kafka monitoring, streams, and connectors. Master metrics, quotas, consumer lag, K-Stream operations, and Kafka Connect management for optimized data flow and integration.

• Coursera
• 4 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure Synapse for Developers

130 ratings at LinkedIn Learning

Learn how to get up and running with Azure Synapse to analyze your data and store it in the cloud.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Applying the Lambda Architecture with Spark, Kafka, and Cassandra

120 ratings at Pluralsight

This course introduces how to build robust, scalable, real-time big data systems using a variety of Apache Spark's APIs, including the Streaming, DataFrame, SQL, and DataSources APIs, integrated with Apache Kafka, HDFS and Apache Cassandra.

• Pluralsight
• 6 hours 5 minutes
• On-Demand
• Free Trial Available

gRPC in Python

105 ratings at LinkedIn Learning

Learn how to use the remote procedure call framework gRPC in Python, the popular open-source programming language.

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