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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Cloud computing skills, especially in Microsoft Azure, SQL , Python , and expertise in big data technologies like Apache Spark and Hadoop, are highly sought after. Store the data in in Google Cloud Storage to ensure scalability and reliability. This architecture showcases a modern, end-to-end cloud analytics workflow.

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Top 10 Essential Data Engineering Skills

ProjectPro

Worried about finding good Hadoop projects with Source Code ? ProjectPro has solved end-to-end Hadoop projects to help you kickstart your Big Data career. Data Engineers usually opt for database management systems for database management and their popular choices are MySQL, Oracle Database, Microsoft SQL Server, etc.

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50 Cloud Computing Interview Questions and Answers for 2025

ProjectPro

What are some popular use cases for cloud computing? Cloud storage - Storage over the internet through a web interface turned out to be a boon. With the advent of cloud storage, customers could only pay for the storage they used. What are the platforms that use Cloud Computing?

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SQL for Data Engineering: Success Blueprint for Data Engineers

ProjectPro

Despite the buzz surrounding NoSQL , Hadoop , and other big data technologies, SQL remains the most dominant language for data operations among all tech companies. For instance, data engineers can easily transfer the data onto a cloud storage system and load the raw data into their data warehouse using the COPY INTO command.

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Top 40+ Cloud Computing Projects to Boost Your Cloud Skills

ProjectPro

You can pick any of these cloud computing project ideas to develop and improve your skills in the field of cloud computing along with other big data technologies. AWS is well-suited for hosting static websites, offering scalable storage with Amazon S3 and enhanced performance through CloudFront.

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9 Data Integration Projects For You To Practice in 2025

ProjectPro

The data integration aspect of the project is highlighted in the utilization of relational databases, specifically PostgreSQL and MySQL , hosted on AWS RDS (Relational Database Service). The diverse dataset, consisting of tables such as City Weather, Routes, Drivers, and more, offers unique insights into truck logistics.

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The Ultimate 101 Guide to Apache Airflow DAGS

ProjectPro

By default, it is an SQLite database, but you can choose from PostgreSQL, MySQL, and MS SQL databases. Worried about finding good Hadoop projects with Source Code ? ProjectPro has solved end-to-end Hadoop projects to help you kickstart your Big Data career. DAG directory : It is a folder of DAG files.