Advance your data engineering expertise by integrating machine learning, AI, and real-time stream processing with tools like Spark ML, Kafka, and Flink. Learn to build intelligent and responsive data systems for modern applications.

This course explores the intersection of data engineering with machine learning and artificial intelligence, covering the creation of ML pipelines, model training, and the use of large language models. Learners will also dive into real-time data processing using Apache Kafka and Flink, mastering techniques for handling streaming data and building responsive analytics solutions. By the end, you will be equipped to design and maintain advanced data workflows that power AI-driven and real-time applications. The course combines in-depth explanations of advanced topics with practical demonstrations and scenario-based quizzes. Learners are guided through the integration of machine learning and streaming technologies, ensuring readiness for complex data engineering challenges. This course is part three of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on The Data Engineering Bootcamp: Zero to Mastery, by Ivan Mushketyk. Copyright © 2026 Zero To Mastery Inc., Ivan Mushketyk All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.