analyticsengineering.com valid
Analytics Engineering
Learn analytics engineering by building. A hands-on education platform with a 10-module course (119 lessons), 1,604 graded SQL/Python/dbt exercises across 48 topics, 22 hands-on projects, 106 articles, and free SQL games. Created by Eric Provencio — analytics engineer at Disney, Hulu, Nike, Peloton, and Gopuff.
- Authority
- 45 reach 0 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://www.analyticsengineering.com/llms.txt
- llms-full.txt
- https://www.analyticsengineering.com/llms-full.txt
- Sections
- 11
- Links
- 74
- Size
- 12748 bytes
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- Data and analytics
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-26T08:49:06.320Z
- Last checked
- 2026-10-26T08:49:09.592Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T08:49:06.383Z. Cached copy · Source on analyticsengineering.com
# Analytics Engineering
> Learn analytics engineering by building. A hands-on education platform with a 10-module course (119 lessons), 1,604 graded SQL/Python/dbt exercises across 48 topics, 22 hands-on projects, 106 articles, and free SQL games. Created by Eric Provencio — analytics engineer at Disney, Hulu, Nike, Peloton, and Gopuff.
analyticsengineering.com teaches the modern data stack end to end: SQL, dimensional modeling, dbt, BigQuery, Snowflake, Looker, Python/pandas, and the analytics-engineering career path. Content is organized into topic hubs, a graded practice library, portfolio projects, and **Analytics Engineering Mastery** — a paid course with a BigQuery + dbt + Looker capstone.
Full URL index: [llms-full.txt](https://www.analyticsengineering.com/llms-full.txt)
## Getting started
- [Start here](https://www.analyticsengineering.com/start-here): Onboarding path for new visitors — what to read, practice, or buy first.
- [Intro quiz](https://www.analyticsengineering.com/intro-quiz): Short diagnostic to gauge SQL and analytics-engineering skill level.
- [Learning roadmap](https://www.analyticsengineering.com/roadmap): Personalized study plan built from hubs, practice topics, articles, and course modules.
- [Sample lesson](https://www.analyticsengineering.com/sample-lesson): Free preview of a course lesson.
- [Sample project](https://www.analyticsengineering.com/sample-project): Free preview of a portfolio project walkthrough.
## Flagship public work
- [Interactive SQL join visualizer](https://www.analyticsengineering.com/sql/joins): Inspect matched, unmatched, and multiplied rows.
- [Revenue analysis take-home](https://www.analyticsengineering.com/projects/take-home/revenue-fell-last-month): Versioned ecommerce case with a metric contract, rubric, and optional instructor reference.
- [Workforce employee attrition dataset](https://www.analyticsengineering.com/datasets/workforce-employee-attrition): Synthetic workforce files, documentation, and analysis paths.
- [Metric definition worksheet](https://www.analyticsengineering.com/templates/metric-definition-worksheet): Blank template, completed instructor example, and decision notes.
- [Analytics project README template](https://www.analyticsengineering.com/templates/project-readme): Blank template and completed project example.
- [dbt debugging project](https://www.analyticsengineering.com/projects/data-forge-the-lost-metrics): Recover lost metric definitions and model trust.
## Free open-source toolkit
- [Analytics Engineering Toolkit](https://www.analyticsengineering.com/toolkit): Free, open-source plugin and Agent Skills for repository-aware SQL, dbt, data modeling, metrics, data quality, and pipeline work. In paired evaluation on two unseen task sets, the same agent missed 40% and 38% fewer required checks with the toolkit installed.
- [Install AE Toolkit](https://www.analyticsengineering.com/toolkit/install): Install instructions for Cursor, VS Code, Google Antigravity, Claud
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| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| intellweb.ai | Intellweb | informational Ecommerce Productivity +1 | US | 61 | ✓ | ✓ | |
| trydingday.com | TrydingDay | interface Finance and payments Data and analytics | US | 55 | ✓ | ||
| accenture.com | Accenture AI Refinery SDK | documentation Data and analytics AI and machine learning +2 | US | 72 | ✓ | ✓ | |
| aliyun.com | Alibaba Cloud Documentation | interface AI and machine learning Infrastructure +2 | CN | 71 | ✓ | ||
| amplitude.com | Amplitude | documentation AI and machine learning Developer tools +2 | US | 71 | ✓ | ✓ | |
| ovhcloud.com | OVHcloud Documentation | documentation Data and analytics Documentation and reference +1 | CA | 71 | ✓ | ||
| canonical.com | Canonical | documentation Data and analytics Infrastructure +1 | GB | 70 | ✓ | ✓ | |
| databricks.com | Databricks | interface AI and machine learning Data and analytics +1 | — | 70 | ✓ | ✓ |
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