Real-Time Data Processing Courses and Certifications

Coursera Microcredential

Real-Time, Real Fast: Kafka & Spark for Data Engineers

Master Apache Kafka and Spark to build enterprise-grade streaming systems that process millions of events per second with hands-on projects mirroring Netflix and Uber challenges.

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

Packt

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Master real-time big data processing with Spark Streaming and Scala. Develop skills in RDDs, windowing, fault tolerance, and integration with external systems. Apply advanced techniques like stateful processing and machine learning.

• Coursera
• 8 hours 51 minutes
• On-Demand
• Paid Course

Whizlabs

AWS: ML Workflows with SageMaker, Storage & Security

Master secure, scalable ML workflows on AWS using SageMaker, data storage services, and enterprise-grade security controls for production-ready machine learning systems.

• Coursera
• 10 hours 22 minutes
• On-Demand
• Paid Course

Building Realtime Pipelines in Cloud Data Fusion

Learn to create real-time event processing pipelines using Data Fusion and Apache Spark Streaming on Cloud Dataproc, enabling efficient handling of streaming data in Google Cloud.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Real-Time Big Data Access using HBase: Boosting Performance

Explore HBase for real-time big data processing, covering fundamentals, schema design, querying, and deployment strategies. Gain hands-on experience in optimizing performance and scalability.

• Coursera
• 20 hours 15 minutes
• On-Demand
• Paid Course

LearnKartS

Real-Time Data Pipelines & Analytics on AWS

Unlock real-time data processing skills using AWS tools like Kinesis, Redshift, and Glue to build production-ready streaming pipelines for modern business analytics.

• Coursera
• 8 hours 5 minutes
• On-Demand
• Paid Course

EDUCBA

Apache Spark with Scala: Master Data Building & Analysis

Master Apache Spark with Scala to build scalable big data applications, implement real-time streaming, and create fault-tolerant data pipelines for analytics roles.

• Coursera
• 8 hours 44 minutes
• On-Demand
• Paid Course

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)

EDUCBA

Master Real-Time Streaming with Kafka & Spark

Unlock real-time data streaming expertise by building production-style pipelines with Apache Kafka and Spark to analyze trending songs and master streaming architecture.

• Coursera
• 5 hours 18 minutes
• On-Demand
• Paid Course

Using Beam ML to catch Toxicity in Gaming

This is a self-paced lab that takes place in the Google Cloud console.” In this lab, we will use Apache Beam ML RunInference transform to show how with just a few lines of code you can enable a real-time pipeline that will scale with your needs!

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Coursera

Design Real-Time Architectures with Spark & Kafka

Master real-time data pipelines using Apache Spark & Kafka for scalable streaming systems with fault tolerance, performance tuning, and production deployment strategies.

• Coursera
• 3 hours 39 minutes
• On-Demand
• Paid Course

AWS Developer: Unit 10

Master AWS execution services: Elastic Beanstalk, Kinesis, Lambda, and API Gateway for streamlined application deployment, real-time data processing, and serverless computing.

• Coursera
• 3 hours 56 minutes
• On-Demand
• Paid Course

Coursera

Process Real-Time Data with Spark Streams

Master real-time data processing with Apache Spark Structured Streaming and Kafka to build fault-tolerant pipelines for fraud detection, recommendations, and IoT analytics.

• Coursera
• 5 hours 34 minutes
• On-Demand
• Paid Course

Coursera

Automate, Ingest, and Validate Event Data

Master automated ETL pipelines with Airflow for real-time event ingestion into Snowflake, plus implement systematic validation to ensure tracking plan compliance and data integrity.

• Coursera
• 1 hour 17 minutes
• On-Demand
• Paid Course

Coursera

Process & Analyze Real-Time Data Fast

Master real-time data processing with Apache Spark to build high-speed pipelines, live dashboards, and fraud detection systems that transform streaming data into instant business insights.

• Coursera
• 4 hours 57 minutes
• On-Demand
• Paid Course