Python Programming and Practical Data Automation
A tested Python automation pipeline and small programming exercises. Raw data is preserved; malformed records and retries are handled; the learner can modify a function unaided.
Register your interest. Dates and delivery are confirmed before enrolment opens.
What you will be able to do.
Build understanding, put it into practice and finish with work you can explain.
- Raw data is preserved; malformed records and retries are handled; the learner can modify a function unaided.
Is this for you?
Beginner learners who can demonstrate the entry competencies listed below. Preparation suggestions are optional.
Before you begin
Create a folder, open a supplied file and submit a named artifact
How you will show your progress
Raw data is preserved; malformed records and retries are handled; the learner can modify a function unaided.
From first principles to applied work.
Explain → Demonstration → Guided practice → Review
Planned outline. Lessons, trainer and schedule are confirmed before this course opens.
01240 live minutesSet up Python and understand values
45 min explanation · 45 min demonstration · 105 min practice · 45 min review
Run Python locally and trace values and types
02240 live minutesUse conditions loops functions and modules
45 min explanation · 45 min demonstration · 105 min practice · 45 min review
Write conditions loops functions and small reusable modules
03360 live minutesWork with collections and file formats
70 min explanation · 70 min demonstration · 160 min practice · 60 min review
Read validated CSV JSON and text fixtures
04360 live minutesHandle validation exceptions and testing
70 min explanation · 70 min demonstration · 160 min practice · 60 min review
Handle errors and test normal boundary and invalid cases
05360 live minutesUse tabular data and reproducible transformations
70 min explanation · 70 min demonstration · 160 min practice · 60 min review
Clean tabular data with reproducible transformations
06360 live minutesQuery a database with safe parameters
70 min explanation · 70 min demonstration · 160 min practice · 60 min review
Use parameterised database queries with source reconciliation
07240 live minutesCall APIs with error and retry controls
45 min explanation · 45 min demonstration · 105 min practice · 45 min review
Call a mock API with timeouts and bounded retries
08240 live minutesSchedule scripts and document configuration
45 min explanation · 45 min demonstration · 105 min practice · 45 min review
Schedule a local task with safe config and logs
09360 live minutesBuild a bounded data-automation capstone
70 min explanation · 70 min demonstration · 160 min practice · 60 min review
Build a new file-to-database automation pipeline
10240 live minutesDemonstrate reproducibility and explain edge cases
45 min explanation · 45 min demonstration · 105 min practice · 45 min review
Rerun from clean inputs and repair an unseen data-quality defect
How you will practise and be assessed.
The planned assessment checks your result, your judgement and your ability to apply what you learned independently.
- 01
Build the promised result
Demonstrate the promised artifact
WHAT YOUR WORK SHOULD SHOWRaw data is preserved; malformed records and retries are handled; the learner can modify a function unaided.
- 02
Test a limit or failure
Handle errors and test normal boundary and invalid cases
WHAT YOUR WORK SHOULD SHOWThe documented failure/uncertainty is visible, and no prohibited action or unsupported success claim occurs.
- 03
Apply it independently
Independently explain and change one assumption in a tested python automation pipeline and small programming exercises.
WHAT YOUR WORK SHOULD SHOWThe learner predicts and verifies the change; AI output is not accepted without understanding.
Where this course stands.
Lab assets and supported tool versions are confirmed before teaching
Explore the source reference- Course ID
- C004
- Content
- Course outline in review
- Trainer
- Instructor to be confirmed
- Enrolment
- Not open · requests welcome
- Publication
- Planned
- Catalogue date
- 2026-10-15
Want to learn this?
Share your interest. We’ll confirm availability, batch dates and the fee separately, so you can decide when the details are ready.
- Your course is already selected
- Just your name and email to get started
- No payment or booking commitment
Know what your batch includes.
Learning support, assessment requirements and any certificate terms are confirmed with the batch before enrolment. Include your goals in your course request so the proposed format can be matched to what you need.
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