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How to Go from New Grad to Data Engineer
Use this roadmap to build your first DE portfolio & land your first offer — without a CS degree or 5 YOE. Designed by Avantikka Penumarty (Ex-META …
Jun 2
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May 2025
Prefect vs Airflow vs Dagster
What You Pick Tells Me Everything About How You Think
May 24
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Airflow Best Practices — What to Avoid in Projects & Interviews
From ‘It Worked on My Machine’ to ‘It Survives in Prod’
May 23
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Build Your First DAG in Airflow
From Zero to Working Pipeline in 15 Minutes
May 23
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Scheduling vs Triggering
How Workflows Actually Run in Production
May 22
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Build Your First DAG in Airflow
Hands-on Workflow You Can Actually Run
May 21
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Airflow Isn’t Scary — It’s a Life Saver
Why Every Data Engineer Needs to Master DAGs
May 20
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ETL Interview Breakdown: How Data Engineers Are Tested
Why "Build a pipeline" isn’t really what they’re asking
May 19
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Batch vs Streaming Pipelines
Choosing the right flow for the right kind of data
May 16
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Data Transformation Deep Dive
How to reshape, enrich, and prepare data for decision-makers
May 15
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Build Your First ETL Pipeline
A hands-on walkthrough from raw CSV to a clean, queryable table
May 14
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What the Hell Is ETL?
Real-world breakdown of a misunderstood concept — and why every data engineer must master it
May 13
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