Chapter 1 — Starting at Southport
Lesson map
Lesson 01 published. Map, example, EX001.
flowchart TD
N0["Learning outcomes"]
N1["1.1 The student"]
N2["1.2 Governance for technicians"]
N3["1.3 Learning by doing"]
N4["1.4 Linkway's needs"]
N0 --> N1 --> N2 --> N3 --> N4
N4 --> EX["Worked example"]
EX --> Q["Exercise EX001"]
Logical drawing
flowchart LR
N0["Learning outcomes"]
N1["1.1 The student"]
N2["1.2 Governance for technicians"]
N3["1.3 Learning by doing"]
N4["1.4 Linkway's needs"]
N0 --> N1 --> N2 --> N3 --> N4 --> Q["EX001"]
[Learning outcomes]
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v
[1.1 The student]
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v
[1.2 Governance for technicians]
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v
[1.3 Learning by doing]
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v
[1.4 Linkway's needs]
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v
[Worked example] --> [Exercise EX001]
Learning outcomes
You will (1) describe the technical course and its case; (2) explain what data governance means for a technician; (3) prepare to learn through practice.
1.1 The student
Marta Kowalski begins an eighteen-month technical course in data administration at the fictional Southport Technical College. Her trainer, Mr. Daniel Osei, explains that technicians handle data every day: entering it, checking it, fixing it and keeping it safe. The course follows a fictional partner company, Linkway Buses, which runs sixty buses on twelve routes in a mid-sized town and records tickets, passenger counts, timetables and staff hours. All data in exercises and labs are synthetic, created for teaching only. Marta is ready.
1.2 Governance for technicians
Mr. Osei explains data governance simply: agreeing who is responsible for each kind of data, what rules it must follow and how it is kept safe. Technicians do not usually make those decisions, but they apply the rules and notice when something goes wrong. Marta learns that her role is to follow procedures carefully, check data, report problems to the right person and suggest improvements based on what she sees in daily work. Marta writes this description of her role on the first page of her workbook.
1.3 Learning by doing
Most lessons involve practical tasks: checking a spreadsheet, writing a short Python script, filling in an issue form or reading a procedure. Mr. Osei asks Marta to keep a workbook recording each task, what went well and what was difficult. He explains that employers value technicians who can show evidence of their work, and that the workbook will help her prepare for the practical assessment at the end of the course. Marta starts the workbook on the first day, recording her first task and a question about it.
1.4 Linkway's needs
Linkway's data officer, a fictional figure named Mr. Hughes, visits the class. He explains that the company reports passenger numbers to the local transport authority, which part-funds some routes. Missing or wrong counts can reduce funding. He also mentions complaints about wrong stop names on the website and worries about protecting staff and passenger personal data. He asks students to help with practical checks during the course. Marta notes each need in her workbook, and the class agrees to start with passenger counts because funding depends on them.
Worked example
Marta starts the technical course, learns that technicians apply rules and report problems, keeps a workbook of practical tasks and hears Linkway's needs around passenger counts, stop names and personal data.
Synthetic case. Southport, Linkway and all people are synthetic.
Errors and limits
Assuming governance belongs only to managers overlooks the technician's daily role.
Exercises
- EX001 — Linkway fleet. How many buses does Linkway run? Rubric: 3 = sixty;; 2 = partly correct;; 1 = wrong;; 0 = none.
- EX002 — Technician duties. What do technicians do in governance? Rubric: 3 = apply rules, check data and report problems;; 2 = partly correct;; 1 = partial;; 0 = none.
- EX003 — Workbook purpose. Why keep a workbook? Rubric: 3 = evidence of work for employers and assessment;; 2 = partly correct;; 1 = vague;; 0 = none.
- EX004 — Funding risk. Why do passenger counts matter for funding? Rubric: 3 = the authority part-funds routes based on them;; 2 = partly correct;; 1 = vague;; 0 = none.
Continue studying — lesson 01 (chapter 01 of 18)
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