Advanced Video-first pathway
Advanced Data Analysis and Analytics Engineering
Build production-grade analytical workflows that connect messy source data to trusted decisions.
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Learn with structure.
Watch, practise, pass, and build a record of progress.
₦125,000.00one-time course access
Secure access · Learn at your paceBuild capability through a clear, practical path.
Build production-grade analytical workflows that connect messy source data to trusted decisions.
Focus: Data modelling, quality contracts, SQL, Python, orchestration, metrics layers, testing, governance, and executive communication.
Focus: Data modelling, quality contracts, SQL, Python, orchestration, metrics layers, testing, governance, and executive communication.
What you will learn
Designed for meaningful progress
The Trust Stack: Mental Models for Production Analytics
Method: Data Modeling for Decisions
Tools and Data I: SQL Patterns for Production
Tools and Data II: Python, Packaging, and Orchestration Basics
Quality, Testing, and Governance: Contracts that Stick
Executive Communication and the Semantic Metrics Layer
Your learning path
Sequential accessLessons and progression
8 lessons, each with a companion video and a required understanding check.
01 · The Trust Stack: Mental Models for Production AnalyticsEnroll to unlock this lesson
02 · Method: Data Modeling for DecisionsEnroll to unlock this lesson
03 · Tools and Data I: SQL Patterns for ProductionEnroll to unlock this lesson
04 · Tools and Data II: Python, Packaging, and Orchestration BasicsEnroll to unlock this lesson
05 · Quality, Testing, and Governance: Contracts that StickEnroll to unlock this lesson
06 · Executive Communication and the Semantic Metrics LayerEnroll to unlock this lesson
07 · Applied Project: Build a Mini Production Analytics PipelineEnroll to unlock this lesson
08 · Capstone: Tested Analytics Pipeline with Semantic KPI Layer and Executive Decision PackEnroll to unlock this lesson
Assessments
Prove what you know
Pass each lesson test to unlock the next step, then complete the final exam.
Advanced Data Analysis and Analytics Engineering — Applied AssessmentEnroll to unlock assessments