Real-Time Data Processing Courses and Certifications

Handling Streaming Data with Apache Pulsar

11 ratings at Pluralsight

Real-time applications are hard to scale! They can get high volumes of data in an instant and need to route messages correctly. Apache Pulsar is a highly scalable, low latency, high throughput pub-sub system to attack this problem. In this course, Hand…

• Pluralsight
• 2 hours 8 minutes
• On-Demand
• Free Trial Available

Windowing and Join Operations on Streaming Data with Apache Spark on Databricks

11 ratings at Pluralsight

This course will teach you how to leverage windowing, watermarking, and join operations on streaming data in Spark for your specific use cases.

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

Modeling Streaming Data for Processing with Apache Spark Structured Streaming

10 ratings at Pluralsight

Streaming analytics can be difficult to implement. This course will teach you to model real-time data processing with Spark Structured Streaming.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Pragmatic AI Labs

Interactive Python Standard Library

Master Python's interactive libraries in this comprehensive course. Learn to create dynamic, responsive applications using cutting-edge tools for data visualization, web interactivity, and real-time user engagement.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Great Learning

Apache Spark Full Course - Learn Apache Spark 2020

In this 'Spark Tutorial' you will comprehensively learn all the major concepts of Spark such as Spark RDD, Dataframes, Spark SQL and Spark Streaming.

• YouTube
• 7 hours 44 minutes
• On-Demand
• Free Video

Open Data Science

Streaming Featurization with Ibis, Substrait and Apache Arrow

Explore real-time streaming data processing using Ibis, Substrait, and Apache Arrow. Learn how this software stack enhances featurization workflows for fast, accurate insights and decision-making in data science.

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

Learning Journal

Apache Kafka Tutorials

Comprehensive tutorials on Apache Kafka, covering core concepts, installation, APIs, configurations, and advanced topics for building real-time data streaming applications.

• YouTube
• 5 hours
• On-Demand
• Free Video

Databricks

Delta Lake Streaming - Internals and Query Progress Logs

Explore Delta Lake streaming internals, focusing on structured streaming components, Query Progress Logs, and checkpoint directories for efficient real-time data pipeline management.

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

Databricks

Designing and Implementing a Real-time Data Lake with Dynamically Changing Schema

Learn to build a robust streaming ETL pipeline that handles dynamically changing schemas and new event types without downtime, using Delta Lake and Databricks for real-time data lake implementation.

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

Databricks

Apache Pulsar - Next Generation Messaging and Queuing System

Overview of Apache Pulsar's architecture, features, and benefits as a scalable messaging system with unified storage, processing, and serverless capabilities for building end-to-end streaming applications.

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

Databricks

Productionizing Machine Learning with Microservices Architecture

Learn to deploy ML models as microservices using Spark, enabling auto-scaling, versioning, and security. Discover how to aggregate real-time and historical data for inferencing and create actionable insights.

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

Amazon Web Services;  Amazon

AWS SimuLearn: Connected Vehicles Telemetry

Hands-on simulation for designing and implementing connected vehicle telemetry solutions using AWS services. Practice real-world scenarios, improve communication skills, and gain practical experience with IoT, Lambda, Kinesis, and more.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Real-Time Data Processing

Hands-on simulation for designing and implementing real-time data processing solutions on AWS, featuring AI-powered customer interactions and practical experience with Lambda, DynamoDB, and Kinesis.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

DevConf

Feeding ML Models with Real-Time Database Data

Explore real-time data ingestion from databases to ML models using Change Data Capture. Learn about Debezium, challenges, and future improvements with a live TensorFlow demo.

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

DevConf

Effortless Change Data Capture with Debezium and Kubernetes

Harness the power of Change Data Capture in Kubernetes using Debezium. Learn to track, stream, and deploy real-time database changes efficiently for data-driven applications.

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