Data · Skill set · 6 skills
Data engineering and analytics
Airflow DAGs, dbt models, Spark tuning, data quality checks, KPI dashboards and turning numbers into a story.
Open in PhởSkills in this set
- Apache Airflow DAG Patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling…
- Data Quality Frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing…
- dbt Transformation Patterns
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations…
- Apache Spark Optimization
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data…
- Data Storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or…
- KPI Dashboard Design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics…
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Frequently asked questions
What is in the Data engineering and analytics skill set?
6 skills: Apache Airflow DAG Patterns, Data Quality Frameworks, dbt Transformation Patterns, Apache Spark Optimization, Data Storytelling, KPI Dashboard Design.
Is the Data engineering and analytics skill set free?
Yes. It is published by Seth Hobson under the MIT licence and works with a free Phở account.
How do I add Data engineering and analytics to Phở?
Press Open in Phở and add the set once. From then on Phở picks the right skill from it whenever a request matches.
Copied unchanged from wshobson/agents at commit 7e2fb55 and credited to Seth Hobson, who is not affiliated with Phở. The full instructions and licence text ship with the skill inside Phở.