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Top 11 GenAI Powered Data Engineering Tools to Follow in 2025

Analytics Vidhya

What will data engineering look like in 2025? How will generative AI shape the tools and processes Data Engineers rely on today? As the field evolves, Data Engineers are stepping into a future where innovation and efficiency take center stage.

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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

Data Engineering is gradually becoming a popular career option for young enthusiasts. That's why we've created a comprehensive data engineering roadmap for 2023 to guide you through the essential skills and tools needed to become a successful data engineer. Let's dive into ProjectPro's Data Engineer Roadmap!

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Top 10 Data Engineering & AI Trends for 2025

Monte Carlo

Here’s where leading futurist and investor Tomasz Tunguz thinks data and AI stands at the end of 2024—plus a few predictions of my own. 2025 data engineering trends incoming. Small data is the future of AI (Tomasz) 7. The lines are blurring for analysts and data engineers (Barr) 8. Table of Contents 1.

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They Handle 500B Events Daily. Here’s Their Data Engineering Architecture.

Monte Carlo

A data engineering architecture is the structural framework that determines how data flows through an organization – from collection and storage to processing and analysis. It’s the big blueprint we data engineers follow in order to transform raw data into valuable insights.

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The Ultimate Guide to Apache Airflow DAGS

With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code.

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Data Engineering Weekly #222

Data Engineering Weekly

Data Engineering Weekly recently published a reference architecture for a composable data architecture. link] Dropbox: How we brought multimedia search to Dropbox Dash Searching in all data formats will be the next big push in data engineering, and that is one area I’m excited about.

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Data Engineering Weekly #221

Data Engineering Weekly

Dagster Components is now here Components provides a modular architecture that enables data practitioners to self-serve while maintaining engineering quality. The blog is an excellent compilation of types of query engines on top of the lakehouse, its internal architecture, and benchmarking against various categories.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs.

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Apache Airflow® 101 Essential Tips for Beginners

Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries.