Top 5 Online Data Engineering Courses & Certifications [2025]

Data engineering is all about building systems that collect, store, and manage large amounts of data so that it can be analyzed and used by businesses. From cleaning raw data to designing data pipelines, a data engineer plays a key role in powering AI, business insights, and tech innovations.

As you saw above data engineering field is booming. That’s why becoming a data engineer is not only a highly recommended career move but also a lucrative one. In India, the average salary of a data engineer ranges from ₹5–14 LPA, while experienced professionals in top companies easily earn upwards of ₹30 LPA.

This blog covers the top 5 online data engineering courses in 2025 that can help you upgrade your career. From beginner-friendly programs like the Data Engineering Certification with AWS  to specialized ones like Azure Data Engineer Certification, you’ll find the right course for every skill level.

As you are browsing for the best data engineering courses online, don’t miss the opportunity to expand your career options with a 100% online data science courses from top Indian and global universities, offered by upGrad.

What are the top Data Engineering Courses in 2025 

To build a career in data engineering, we have collected a list of top data engineering courses in 2025 offered by leading platforms like Google, upGrad, IBM, and Microsoft. 

Here are some of the popular programs offered by upGrad that will help in gaining data engineering skills in 2025 and grab a high-earning data engineer position.

• Master of Science in Artificial Intelligence and Data Science from O.P.Jindal Global University
• Generative AI Mastery Certificate for Data Analysis from Microsoft
• Executive Diploma in Data Science & AI from IIITB

Below are the top data engineering courses in India, which can be a perfect choice for you to start your data engineering journey:

1. IBM Data Engineering Professional Certificate

A career-focused program by IBM that builds strong foundations in data engineering. It covers core tools and technologies such as NoSQL, Hadoop, Spark, data warehousing, ETL pipelines, and cloud databases, ideal for aspiring data engineers and professionals looking to upskill in scalable data systems.

2. Microsoft Azure Data Engineer Certification

This data engineering course helps learners become proficient in managing data engineering using Azure services like Azure Synapse Analytics, Azure Data Lake Storage Gen2, Azure Stream Analytics, and Azure Databricks. This course is perfect for those aiming to earn an Azure Data Engineer Certification and master Microsoft’s data ecosystem.

Read: How to Become a Big Data Engineer

3. Executive Diploma in Data Science & AI – IIIT Bangalore

This online course “ Executive Diploma in Data Science,” designed by IIIT Bangalore in collaboration with upGrad  is made for both  tech and non-tech professionals. It has an updated curriculum with hands-on tools and online learning. Learners recommended an impressive average salary hike of 45% and it makes it a high-impact program for career growth.

 If you want to make your field in Business Analytics then check out this Business Analytics  Certification Programme from upGrad campus. Starting from 31st July 2025. 

4. Data Engineering with AWS – Certification by Amazon

This certification by Amazon tests your ability to design and manage scalable, secure, and efficient AWS data pipelines. It covers key concepts such as data ingestion, transformation, orchestration, and governance. This course is recognized globally and is considered one of the best data engineering courses in India for professionals aiming to specialize in cloud data engineering.

5. Data Engineering Essentials Hands-on – SQL, Python and Spark (Udemy)

This practical and beginner-friendly course is one of the most accessible data engineering courses on Udemy. This course is designed for aspiring professionals looking to gain real-world experience. It helps you build strong data engineer skills through hands-on learning in SQL, Python, and Spark.

Prerequisites to Consider Before Taking a Data Engineering Course

Before starting a data engineering course, it is important to know the key skills and background knowledge that can lead to success in this field. Most programs are beginner-friendly, but having the following will give you an advantage:

• Basic Programming Knowledge: Familiarity with Python or SQL is useful since these are core tools in data engineering.
• Understanding of Databases: Knowing how databases work, especially relational databases, is essential. Courses like the Google Analytics Course and Google Data Analytics Certification can help you get started.
• Cloud Basics: Many modern pipelines use platforms like AWS, Azure, or GCP. A basic understanding of these cloud platforms is helpful. For example, if you aim to become an Azure Data Engineer, familiarity with Azure services is a plus.
• Curiosity & Problem-Solving Skills: Successful data engineers think analytically. They enjoy tackling complex problems and focus on details when handling large datasets.

These skills aren't required, but they can boost your learning for advanced certifications. This includes Azure Data Engineer Certification, GCP Data Engineer, or a Big Data Course. Grasping data engineering and building key skills early can speed up your learning and prepare you for jobs.

Top Jobs after Data Engineering Courses 

The following table highlights key roles available after completing a data engineering course and their associated skills.

Further Read: How to Become a Data Engineer: 9 Steps, Key Skills, and Career Prospects for 2025

Conclusion

Data engineering is becoming crucial as businesses generate vast amounts of data. In 2025, data engineers will still be crucial. They will turn raw data into insights that help businesses make decisions. Taking top data engineering courses in India helps you master key tools. You’ll learn Python, SQL, Apache Spark, and cloud platforms. This knowledge sets you up for success in a high-demand field.

To get ahead of the curve, consider enrolling in the Master’s in Data Science  Degree from LJMU through upGrad. This program will help you learn the skills needed for a successful data engineering and data science  career. Enroll now!

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