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Data Engineering Articles

Read our data engineering blog to gain extra insight into how to build the tools, infrastructure, & frameworks to support data fluency in your business.
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Data Engineering

Data Observability Explained: Concepts, Tools & Best Practices

Understand what data observability is, why it matters, and how to use it to monitor and optimize your data pipelines effectively!

Kurtis Pykes

November 25, 2024

Data Engineering

Learn Data Engineering From Scratch in 2026: The Complete Guide

Your complete guide to learning data engineering, whether starting from scratch or transitioning from another field. You'll discover the skills you need, the tools to master, and a roadmap to build your expertise!
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Thalia Barrera

November 23, 2024

Data Engineering

What is a DAG? A Practical Guide with Examples

Learn the fundamental concepts behind Direct Acyclic Graphs (DAGs) alongside a practical example. Explore the benefits of DAGs for orchestrating complex tasks and managing data workflows and pipelines!
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Maria Eugenia Inzaugarat

November 21, 2024

Data Science

What is a Virtual Machine? Types, Benefits, and Use Cases

Learn all about virtual machines in this complete guide. Discover how VMs work, their benefits, types, and common use cases, including their role in data science, IT infrastructure, and cloud computing!
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Tim Lu

November 20, 2024

Data Engineering

Docker vs. Podman: Which Containerization Tool is Right for You

Explore the similarities and differences between Docker and Podman, and understand how they run the world’s software.
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Jake Roach

November 20, 2024

Data Engineering

Database vs. Spreadsheet: Comparing Features and Benefits

Discover how databases and spreadsheets differ in functionality, use cases, and scalability, and learn which tool is right for your business needs.
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Allan Ouko

November 14, 2024

Data Engineering

Top 12 Data Engineering Projects for Hands-On Learning

Showcase your data engineering skills through these portfolio projects. Practice and deepen your understanding of various technologies to show potential employers your strengths!
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Tim Lu

December 23, 2025

Data Engineering

What is a Data Lakehouse? Architecture, Technology & Use Cases

Discover how data lakehouses unify the strengths of data lakes and warehouses, offering a powerful solution for data management and analytics!
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Moez Ali

November 6, 2024

Kafka

ActiveMQ vs Kafka: Differences & Use Cases Explained

Explore how ActiveMQ and Kafka compare, from their core functionalities to their performance. Discover which platform best meets your requirements.
Kurtis Pykes 's photo

Kurtis Pykes

November 3, 2024

Azure

Top 27 Azure Data Factory Interview Questions and Answers

Prepare for your upcoming data engineering interview with this guide to answering the most frequently asked Azure Data Factory questions, covering everything from foundational concepts to advanced, scenario-based problems.
Kurtis Pykes 's photo

Kurtis Pykes

October 31, 2024