Yiga AI

Course 9 of 11

Workflow Orchestration with Airflow

DAGs, Operators, Scheduling, and more.

Yiga AI

Intermediate en

Intermediate · Course · 4 weeks at 5 hrs/week

Duration
4 weeks
Effort
5 hrs/week
Lessons
20
Hands-on exercises
20
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 · 25 lessons · 17 hours · 1 graded project

1000 minutes of guided lesson time.

Sign in and enrol to unlock every lesson. The first lesson is open as a preview.

Module 1 · 6 lessons · 3.7 hoursDAGsModule 1 of 4 in Workflow Orchestration with Airflow.

  1. Overview and set-up

    Overview and set-up — DAGs in Workflow Orchestration with Airflow.

    Lesson

    40 min

  2. Core concepts

    Core concepts — DAGs in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — DAGs in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — DAGs in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  5. Common pitfalls

    Common pitfalls — DAGs in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  6. Module quiz: DAGs

    Check what you learned in DAGs before moving on.

    Quiz · Locked

    20 min
Module 2 · 6 lessons · 3.7 hours LockedOperatorsModule 2 of 4 in Workflow Orchestration with Airflow.

  1. Overview and set-up

    Overview and set-up — Operators in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Operators in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Operators in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Operators in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  5. Common pitfalls

    Common pitfalls — Operators in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  6. Module quiz: Operators

    Check what you learned in Operators before moving on.

    Quiz · Locked

    20 min
Module 3 · 6 lessons · 3.7 hours LockedSchedulingModule 3 of 4 in Workflow Orchestration with Airflow.

  1. Overview and set-up

    Overview and set-up — Scheduling in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Scheduling in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Scheduling in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Scheduling in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  5. Common pitfalls

    Common pitfalls — Scheduling in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  6. Module quiz: Scheduling

    Check what you learned in Scheduling before moving on.

    Quiz · Locked

    20 min
Module 4 · 7 lessons · 5.7 hours LockedMonitoringModule 4 of 4 in Workflow Orchestration with Airflow.

  1. Overview and set-up

    Overview and set-up — Monitoring in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Monitoring in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Monitoring in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Monitoring in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  5. Common pitfalls

    Common pitfalls — Monitoring in Workflow Orchestration with Airflow.

    Lesson · Locked

    40 min

  6. Module quiz: Monitoring

    Check what you learned in Monitoring before moving on.

    Quiz · Locked

    20 min

  7. Graded project: Workflow Orchestration with Airflow

    Apply everything from Workflow Orchestration with Airflow in one graded, portfolio-ready build.

    Graded project · Locked

    120 min

Applied learning project

Make the learning visible.

Use Graded project: Workflow Orchestration with Airflow 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
Daniel O., Data & analytics

Your instructor

Daniel O.

Data & analytics

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

Brian Okello, Yiga learner

“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

Workflow Orchestration with Airflow

40 min · Resume

Course 10 in the track

Data Warehousing

Dimensional modelling, BigQuery/Snowflake, Loading, and more.

Intermediate · Course · 4 weeks at 5 hrs/week

Course 11 in the track

Project: National Health Data Pipeline

Ingest, Transform, Warehouse, and more.

Advanced · Course · 4 weeks at 5 hrs/week

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