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Data Analytics track

Analytics Engineering

Transformations as code, modular pipelines, testing and documentation.

6 concepts4 labs
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Concepts

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Work through the concepts in order, or jump to what you need.

1

Analytics Engineering Overview

Concept · Hands-on lab included

2

Data Modeling Layers

Concept · Hands-on lab included

3

Data Quality Testing

Concept · Hands-on lab included

4

Documentation and Lineage

Concept · Hands-on lab included

5

Semantic Layer

Concept · Hands-on lab included

6

Analytics Deployment

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

Browse all labs

Layer a Messy Orders Pipeline

45 min · intermediate · Data Modeling Layers

Write dbt Tests on a Mart

35 min · intermediate · Data Quality Testing

Document a Model with Lineage

30 min · beginner · Documentation and Lineage

Deploy a Model with Previews and Gates

45 min · advanced · Analytics Deployment

Continue

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The analyst role, the analytics workflow and how analysis becomes decisions.

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Formulas, pivot tables, Power Query, data modeling and dashboarding in Excel.

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Analytical query patterns, window functions, interpretation and SQL for KPIs.

DevOpsForge - Data Analytics · Analytics Engineering
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