Course 5 of 11

Data Quality & Governance

Validation, Lineage, Privacy, and more.

Yiga AI

Intermediate en

Intermediate · Course · 3 weeks at 5 hrs/week

Duration: 3 weeks
Effort: 5 hrs/week
Lessons: 16
Hands-on exercises: 16
Projects: 1
Language: en

What you’ll learn

Skills you can put to work.

Data Engineering Foundations

Advanced SQL for Engineers

Python for Data Engineering

Data Warehousing

Syllabus

Every module, step by step.

4 modules · 21 lessons · 14 hours · 1 graded project

840 minutes of guided lesson time.

Module 1 · 5 lessons · 3 hoursValidationModule 1 of 4 in Data Quality & Governance.

Overview and set-up
Overview and set-up — Validation in Data Quality & Governance.
Lesson
40 min
Core concepts
Core concepts — Validation in Data Quality & Governance.
Lesson · Locked
40 min
Worked example
Worked example — Validation in Data Quality & Governance.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Validation in Data Quality & Governance.
Lesson · Locked
40 min
Module quiz: Validation
Check what you learned in Validation before moving on.
Quiz · Locked
20 min

Module 2 · 5 lessons · 3 hours LockedLineageModule 2 of 4 in Data Quality & Governance.

Overview and set-up
Overview and set-up — Lineage in Data Quality & Governance.
Lesson · Locked
40 min
Core concepts
Core concepts — Lineage in Data Quality & Governance.
Lesson · Locked
40 min
Worked example
Worked example — Lineage in Data Quality & Governance.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Lineage in Data Quality & Governance.
Lesson · Locked
40 min
Module quiz: Lineage
Check what you learned in Lineage before moving on.
Quiz · Locked
20 min

Module 3 · 5 lessons · 3 hours LockedPrivacyModule 3 of 4 in Data Quality & Governance.

Overview and set-up
Overview and set-up — Privacy in Data Quality & Governance.
Lesson · Locked
40 min
Core concepts
Core concepts — Privacy in Data Quality & Governance.
Lesson · Locked
40 min
Worked example
Worked example — Privacy in Data Quality & Governance.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Privacy in Data Quality & Governance.
Lesson · Locked
40 min
Module quiz: Privacy
Check what you learned in Privacy before moving on.
Quiz · Locked
20 min

Module 4 · 6 lessons · 5 hours LockedDocumentationModule 4 of 4 in Data Quality & Governance.

Overview and set-up
Overview and set-up — Documentation in Data Quality & Governance.
Lesson · Locked
40 min
Core concepts
Core concepts — Documentation in Data Quality & Governance.
Lesson · Locked
40 min
Worked example
Worked example — Documentation in Data Quality & Governance.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Documentation in Data Quality & Governance.
Lesson · Locked
40 min
Module quiz: Documentation
Check what you learned in Documentation before moving on.
Quiz · Locked
20 min
Graded project: Data Quality & Governance
Apply everything from Data Quality & Governance in one graded, portfolio-ready build.
Graded project · Locked
120 min

Applied learning project

Make the learning visible.

Use Graded project: Data Quality & Governance to apply this course to a practical challenge. You’ll finish with a clear solution and the reasoning behind your choices.

Apply the course’s core skillMake and explain practical decisionsCreate evidence you can share

Your instructor

Daniel O.

Data & analytics

Turns real African data problems into practical lessons learners can apply immediately.

“The course content made machine learning understandable, and the practice kept me moving.”
Brian Okello
Software developer, Kampala

Continue with

Your next best step.

Following the order of Data Engineer.

See the full chain

Next lesson

Overview and set-up

Data Quality & Governance

40 min · Resume

Course 6 in the track

Data Engineering Foundations

Roles, Architectures, Batch vs streaming, and more.

Beginner · Course · 3 weeks at 5 hrs/week

Course 7 in the track

Big Data with Spark

RDDs & DataFrames, Transformations, Optimisation, and more.

Intermediate · Course · 4 weeks at 5 hrs/week

Course 8 in the track

dbt & Analytics Engineering

Models, Tests, Docs, and more.

Intermediate · Course · 4 weeks at 5 hrs/week

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