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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 Science

What Is Data Lineage?

Data lineage is the systematic tracking and documentation of data's origins, transformations, and movements within a system or across systems.

Amberle McKee

June 9, 2024

Data Engineering

Flink vs. Spark: A Comprehensive Comparison

Comparing Flink vs. Spark, two open-source frameworks at the forefront of batch and stream processing.
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Maria Eugenia Inzaugarat

May 23, 2024

Data Engineering

The Top 21 Airflow Interview Questions and How to Answer Them

Master your next data engineering interview with our guide to the top 21 Airflow questions and answers, including core concepts, advanced techniques, and more.
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Jake Roach

April 26, 2024

Data Engineering

An Introduction to Data Orchestration: Process and Benefits

Find out everything you need to know about data orchestration, from benefits to key components and the best data orchestration tools.
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Srujana Maddula

March 28, 2024

Data Engineering

14 Essential Data Engineering Tools to Use in 2025

Learn about the top tools for containerization, infrastructure as code (IaC), workflow management, data warehousing, analytical engineering, batch processing, and data streaming.
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Abid Ali Awan

March 8, 2024

Data Engineering

31 Top Azure DevOps Interview Questions For All Levels

Applying for Azure DevOps roles? Prepare yourself with these top 31 Azure DevOps interview questions for all levels.
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Nisha Arya Ahmed

July 17, 2024

Data Engineering

Top 32 Snowflake Interview Questions & Answers For 2025

Are you currently hunting for a job that uses Snowflake? Prepare yourself with these top 32 Snowflake interview questions to land yourself the job!
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Nisha Arya Ahmed

October 27, 2024

Data Engineering

Which is the Best Snowflake Certification For 2025?

Discover the top Snowflake certifications for 2025 with our comprehensive guide. Find out which Snowflake certification aligns with your career goals.
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Matt Crabtree

November 22, 2024

Data Engineering

ETL vs ELT: Understanding the Differences and Making the Right Choice

Dive deep into the ETL vs ELT debate, uncovering the key differences, strengths, and optimal applications of each. Learn how these data integration methodologies shape the future of business intelligence and decision-making.
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Julia Winn

November 17, 2023

Data Engineering

How to Craft an Impactful Data Engineer Cover Letter (With Examples)

Learn how to write an effective data engineering cover letter for any experience level using our step-by-step guide and examples.

Eva Chan

October 20, 2023

Data Engineering

What is A Graph Database? A Beginner's Guide

Explore the intricate world of graph databases with our beginner's guide. Understand data relationships, dive deep into the comparison between graph and relational databases, and explore practical use cases.
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Kurtis Pykes

October 5, 2023