Data Preparation
Prepare and clean data for analysis.

Practical, goal-focused learning with guided activities and applied projects. Discuss content, format and availability with our team.
Illustrative programme dashboards · Example progress, schedules, durations and projects show the proposed learning experience. Actual training details are agreed with our team. Sample activity changes reset on reload.
Prepare and clean data for analysis.
Build practical query and spreadsheet skills.
Create clear charts and dashboards.
Communicate useful findings from sample data.
Progress
| Module | Exercise / Topic | Status | Progress | Action |
|---|---|---|---|---|
| Module 1 | Sales Data with Spreadsheets | Completed | 100% | |
| Module 2 | Customer Data with SQL | Completed | 100% | |
| Module 3 | Web Analytics Data | In progress | 60% | |
| Module 4 | Business Insights Project | Not started | 0% |
Full sample period. Tables are separate illustrative snapshots.
Illustrative module structure. Content, duration and delivery format are agreed for each programme.
Explore sales data with spreadsheets through guided explanation, practical exercises and a review of what you have learned.
Explore customer data with sql through guided explanation, practical exercises and a review of what you have learned.
Explore web analytics data through guided explanation, practical exercises and a review of what you have learned.
Explore business insights project through guided explanation, practical exercises and a review of what you have learned.
Apply core concepts to a scoped example brief.
Use feedback to improve your work.
Explain your approach and learning outcomes.
Gather data and clarify the question.
Prepare consistent data for analysis.
Use suitable methods to explore the data.
Explain insights using clear visuals.
Develop practical skills for working with data and presenting useful findings.
This area is designed for staff, analysts and learners handling operational records. The starting discussion covers data organisation and cleaning, spreadsheet and analysis foundations, with the remaining requirements defined around your organisation’s actual use case.
Learning activities connect data preparation with the business question being answered, helping participants explain both the finding and its limitations.
Tell us the participants’ current experience, the skills they want to develop and the context in which those skills will be used. These details help define a suitable pathway, learning format and practical activities.
Programme dates, fees, delivery location or online format, assessment and any completion recognition are confirmed before enrolment. A course description on this website is not confirmation of an immediately available scheduled class.

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