Data Streaming Courses and Certifications

Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)

40 ratings

Learn about relational and non-relational database management systems in this course.

• freeCodeCamp
• 17 hours
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Digital Classroom - Building Streaming Data Analytics Solutions on AWS (Portuguese)

Aprenda a criar soluções de análise de dados em streaming usando Amazon Kinesis e Amazon MSK. Domine ingestão, armazenamento e processamento de dados em tempo real, aplicando práticas de segurança e otimização.

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

Edureka

Data Streaming and NLP with PySpark

Master real-time data processing and natural language analysis using PySpark's distributed computing capabilities for streaming applications and NLP tasks with hands-on implementation experience.

• Coursera
• 17 hours 41 minutes
• Self-Paced
• Paid Course

Azure Stream Analytics: Implement a Data Streaming Solution

This course focuses on how to implement a data streaming solution using Azure Stream Analytics. Learners will learn about building and deploying a data streaming pipeline with Azure Stream Analytics, likely including concepts of real-time data processing…

• edX
• 2 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Streaming Data to Bigtable

Lanza un pipeline de Dataflow para cargar datos en streaming desde Pub/Sub a Bigtable en la consola de Google Cloud.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Streaming Data with AWS Kinesis and Lambda

Learn how to work with streaming data using serverless technologies on AWS.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

Data Ingestion with Kafka and Kafka Streaming

Learn to use REST Proxy, Kafka Connect, KSQL, and Faust Python Stream Processing and use it to stream public transit statuses using Kafka and Kafka ecosystem to build a stream processing application that shows the status of trains in real-time.

• Udacity
• 40 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - A Streaming Data Pipeline Solution

Build a streaming data pipeline on AWS using Kinesis, MSK, and other services. Learn data ingestion, storage, processing, and analysis techniques. Hands-on labs for real-time analytics and access control.

• AWS Skill Builder
• 3 hours 15 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

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

Build streaming data analytics solutions using AWS services like Kinesis and MSK. Learn data ingestion, storage, processing, and integration with other AWS services. Hands-on labs provide practical experience in implementing and optimizing streaming pipe…

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

Data Council

Real-time Schema Discovery in Distributed Systems

Explore real-time schema discovery in high-volume distributed systems. Learn about schema versioning, conflict detection, compatibility, and normalization without batching processes.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Confluent

Shift Left: Rethinking Data Management with Streams and Tables

Rethink data circulation using DataStreams and Change Data Capture. Learn to shift data preparation to creation point, building fresh datasets as streams for operational use or Apache Iceberg tables for analytics.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video