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Hands-On Training: Streaming Data with Apache Kafka on Azure (Udemy.com)

From Setup to Streaming: Build Real-World Apache Kafka Solutions on Azure

Created by: Mohammed Al-moayed

Last updated June 2025

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What you will learn

  • Understand and Set Up Apache Kafka
  • Implement Kafka Services and Topics
  • Use Python to Consume Data from Kafka
  • Use Python to produce Data to Kafka Topic
  • Apply Apache Kafka in Real-World Scenarios

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Course Description

Most Apache Kafka courses explain concepts but never show how to build a complete real-world streaming system.

In this course, you will build a real-time data streaming pipeline from scratch using Apache Kafka on Microsoft Azure. Through practical, hands-on exercises, you will learn how to install, configure, and run Kafka in a cloud environment while implementing real data streaming scenarios.

This course focuses on learning by doing. Instead of only studying theory, you will deploy Kafka on Azure virtual machines, produce and consume streaming data using Python, and integrate your pipeline with Azure services such as Azure Data Lake and Azure Databricks.

By the end of the course, you will understand how real-time streaming architectures are built and how Apache Kafka is used in modern data engineering platforms.

What You Will Learn

Apache Kafka Fundamentals
Understand the architecture of Kafka, including brokers, topics, partitions, producers, and consumers.

Deploying Kafka on Azure
Learn how to create and configure Azure infrastructure to run Kafka clusters on virtual machines.

Hands-On Kafka Installation and Configuration
Install and configure Kafka and Zookeeper step-by-step and understand how they work together.

Building Real-Time Streaming Pipelines
Create streaming data workflows using Python producers and consumers.

Integration with Azure Data Platform
Stream data to Azure Data Lake and process it using Azure Databricks and Delta Tables.

End-to-End Streaming Project
Implement and run multiple real-world scenarios demonstrating how Kafka supports scalable real-time data processing.

Why Take This Course?

This course is designed around practical implementation, not just theoretical explanations.

You will:

• Deploy Apache Kafka in a real cloud environment
• Build a complete streaming pipeline from producer to analytics
• Work with industry tools such as Python, Azure Databricks, Delta Tables, and Data Lakes
• Understand how streaming architectures are implemented in real-world projects

By the end of the course, you will have built and tested a full streaming data architecture using Apache Kafka on Azure.

Who This Course Is For

This course is ideal for:

• Aspiring Data Engineers who want hands-on experience with streaming technologies
• Developers interested in real-time data processing and event-driven architectures
• Cloud engineers working with Azure and modern data platforms
• Anyone who wants to understand how Apache Kafka works in real-world data engineering scenarios

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Instructor Details

Mohammed Al-moayed

Hi, I'm Mohammed , a passionate Data Engineer and experienced instructor with a strong background in Big Data, Data Warehousing, and Business Intelligence. I’ve worked on diverse projects across industries such as automotive, insurance, retail, and telecommunications.

With a deep understanding of technologies like Apache Kafka, Azure, and Data Lake solutions, I strive to make complex concepts easier to understand and apply in real-world scenarios. I am also a Microsoft Certified Data Engineer, ensuring I stay up-to-date with the latest best practices and tools in the data engineering field.

My teaching methodology is all about learning by doing, and my courses are designed to give you hands-on experience to tackle real-world challenges. Join me in this course to unlock the power of streaming data and cloud computing with Apache Kafka on Azure.

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Reviews

4.9

103 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Anonymized User on 3/9/2026

Well articulated to showcase Kafka architecture and the data flowing to the publishers and the respective subscribers. Also how data will flow to multiple consumers. Thanks.

By Khalid Almansour on 10/29/2025

The course is truly amazing. Despite the vastness of the topics it covered, the explanations were clear, well-structured, and easy to follow. The Python code examples were clean and ready to use, which made the learning experience even better and easier. I really enjoyed the course and followed it step by step. Hopefully, this course will open the door to more learning and development, especially in Big Data and Machine Learning. Many thanks to you, Mr. Mohammed!

By Z.A on 9/25/2025

This course is very helpful. It starts with a brief theoretical introduction and then the instructor goes straight into hands-on practice. I really like this style of training. If you have no prior experience with Apache Kafka, I highly recommend this course as a starting point.

By Hashem M on 9/7/2025

This course is absolutely outstanding! The instructor explains complex concepts around streaming data and Apache Kafka in a very clear and structured way, making even advanced topics approachable. I especially appreciated the hands-on exercises, which gave me the confidence to apply Kafka in real-world scenarios. What makes this course stand out is the perfect balance between theory and practice. The explanations are detailed, yet never overwhelming, and the practical demonstrations really solidify the learning experience. I came in with only a basic understanding of Kafka, and by the end of the course I feel fully capable of designing and managing streaming data pipelines. This has not only improved my technical skills but also boosted my confidence to work on challenging projects. Highly recommended for anyone who wants to take their data engineering skills to the next level!

By A A on 6/15/2025

Well structured hands-on to the point course. The learning by doing approach, as well as, linking to real life use cases/examples is excellent. I have been looking online for a while for a course like this, and I think this is the best course I have found so far. I believe the amount spent on this course is well worth it. I highly recommend this course if you are looking for a practical/ hand-on knowledge of Apache Kafka and Azure.

By Mohammed Esmail on 5/8/2025

This is a very good hands-on course! What I really appreciated was the use of a practical example and the clear, step-by-step explanations throughout. The connection to a real use case made the concepts much easier to understand and apply. I highly recommend this course to anyone looking for practical, hands-on experience with Azure. While some people might benefit from an introductory Azure course beforehand, the instructor does explain the key points well. In my case, I was able to get used to it easily, so don't let that hold you back—you can take it and follow along without a problem.

By Rashad Yusifov on 4/29/2025

Excellent, Practical, and Beginner-Friendly Course! This course was exactly what I needed. It’s very clear, practical, and easy to follow, even if you're new to the topic. The instructor explains everything in a simple and well-structured way, which made learning really enjoyable. I liked how the lessons combined clear explanations with hands-on examples. The extra resources and step-by-step guidance were very helpful too. I definitely feel much more confident after taking this course. Highly recommended!

By Daniel Deininger on 12/6/2024

This course is an absolute gem for anyone looking to dive into the world of real-time data streaming and cloud integration. As someone who has taken many online courses, I can confidently say that this one stands out for its clarity, depth, and practical focus. This was made in a fantastic way of creating a course that balances theory with practice. By the end, I felt confident in my ability to build and deploy streaming data pipelines, and I was ready to tackle real-world projects. If you’re considering a course on Apache Kafka or streaming data, this is the one to choose.

By Huda Abdulkader on 11/23/2024

This course was highly engaging, and I found exactly what I was looking for. It offers a strong focus on practical, hands-on learning, making it ideal for anyone looking to gain foundational skills in streaming data. The topics are well-structured and supported by detailed references, which helps in understanding the concepts clearly. The explanations are straightforward, and the exercises ensure that you can apply what you've learned effectively. Overall, it's a great course for building practical knowledge of Apache Kafka and Azure.

By Qais Khousrouf on 11/23/2024

A Hands-On Training: Streaming Data with Apache Kafka on Azure" is an exceptional course for anyone looking to understand streaming data processing with Kafka on Azure. The instructor does a fantastic job of balancing theory with practical, real-world examples, ensuring students can immediately apply their knowledge. The hands-on exercises are well-structured, making complex topics like Kafka architecture, producers, consumers, and integration with Azure services approachable. This course is highly recommended for data engineers and professionals looking to gain expertise in modern streaming technologies.

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Overall Score : 98 / 100