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DataExpert.io Academy

Master data engineering and AI like a big tech engineer

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llms.txt
https://www.dataexpert.io/llms.txt
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T23:44:43.206Z. Cached copy · Source on dataexpert.io

# DataExpert.io Academy

> Master data engineering and AI like a big tech engineer

Pages are server-rendered HTML. Course lessons require enrollment; lesson pages show a public overview. Program and lesson pages also have a markdown version: add `.md` to the URL (e.g. https://www.dataexpert.io/program/<slug>.md). Full-text version of this file: https://www.dataexpert.io/llms-full.txt

## Programs

- [Snowflake and dbt Analytics Engineering Boot Camp](https://www.dataexpert.io/program/snowflake-dbt-analytics-engineering-boot-camp-4721): Master Snowflake, Airflow and dbt and become a powerful analytics engineer
- [All-Access DataExpert.io Subscription](https://www.dataexpert.io/program/all-access-dataexpert-io-subscription): This gets you access to all self-paced content and the discord community of highly motivated learners!

## Interview Practice

- [Mock interviews](https://www.dataexpert.io/interviews): AI-graded mock interviews by role
- [Netflix Data Engineer Interview](https://www.dataexpert.io/interviews/netflix-data-engineer): A themed six-round mock interview simulating a real Netflix Data Engineer loop. Covers SQL analytics on viewing behavior, data pipeline architecture for streaming events, dimensional modeling for the…
- [Airbnb Analytics Engineer Interview](https://www.dataexpert.io/interviews/airbnb-analytics-engineer): A themed six-round mock interview simulating a real Airbnb Analytics Engineer loop. Covers marketplace SQL analytics (funnels, cohorts, occupancy), dimensional modeling for a two-sided marketplace, e…
- [OpenAI AI Engineer Interview](https://www.dataexpert.io/interviews/openai-ai-engineer): A themed six-round mock interview simulating a real OpenAI AI Engineer loop. Covers SQL for ML monitoring and usage analytics, system design for LLM-powered infrastructure, evaluation framework archi…
- [Data Modeling Gauntlet](https://www.dataexpert.io/interviews/data-modeling-gauntlet): A five-round, escalating deep-dive on dimensional modeling. Start with basic star schemas, progress through Slowly Changing Dimensions and multi-valued relationships, design petabyte-scale facts, and…
- [Data System Design Gauntlet](https://www.dataexpert.io/interviews/system-design-gauntlet): A five-round deep-dive mock interview focused entirely on data architecture design at production scale. Each round escalates in complexity: from batch warehouse design, to real-time streaming, to exp…
- [DSA Gauntlet](https://www.dataexpert.io/interviews/dsa-gauntlet): A deep-dive five-question DSA interview for Senior Data Engineers. Covers sliding-window stream processing, heap-based merging with memory budgets, graph dependency traversal with topological sorting…
- [SQL practice questions](https://www.dataexpert.io/questions): 67 hands-on SQL problems with an in-browser editor

## Free Lessons

- [Scala Dataset vs Dataframe API Dec 15, 2023](https://www.dataexpert.io/lesson/spark-bonus-v3): Interview Skills
- [Dimensional Data Modeling: Graph Data Model
…

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