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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

In 2017, Gartner predicted that 85%of the data-based projects would fail and deliver the desired results. Build an Awesome Job Winning Data Engineering Projects Portfoli o Data Engineer: Job Growth in Future The demand for data engineers has been on a sharp rise since 2016. Why do companies hire a Data Engineer?

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15 FastAPI Project Ideas For Data Scientists

ProjectPro

Working on FastAPI projects is important for data scientists, enabling them to build and deploy end-to-end data science applications quickly and efficiently. This blog will walk you through the essential steps to structure a FastAPI project and explore 15 FastAPI project ideas to help you learn how to build APIs using this robust framework.

Project 45
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30+ AWS Projects Ideas for Beginners to Practice in 2025

ProjectPro

This blog presents some of the most unique and exciting AWS projects from beginner to advanced levels. These AWS project ideas will provide you with a better understanding of various AWS tools and their business applications. You can work on these AWS sample projects to expand your skills and knowledge.

AWS 60
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30+ Artificial Intelligence Project Ideas for Beginners [2025]

ProjectPro

In this space, we will explore the most innovative and impactful Artificial Intelligence projects, from cutting-edge research to real-world applications. FAQs 30+ Artificial Intelligence Projects Ideas for Beginners to Practice in 2025 Let’s explore 30+ Artificial Intelligence projects you can build and showcase on your resume.

Project 98
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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Data professionals who work with raw data, like data engineers, data analysts, machine learning scientists , and machine learning engineers , also play a crucial role in any data science project. If you are also one, explore ProjectPro's data engineering project ideas for a head start.

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15 Data Migration Projects for Consolidation

ProjectPro

According to a survey by IDG, the three most popular data migration projects include - consolidating data silos (47%), migrating data to the cloud (52%), and upgrading/replacing systems(46%). Why Data Migration Projects Fail? How to Manage Data Migration Projects? How to Manage Data Migration Projects?

Project 40
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Writing The Book That Offers A Single Reference For The Fundamentals Of Data Engineering

Data Engineering Podcast

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. What are your goals with this book?