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DATA ANALYTICS · PROFESSIONAL PROGRAMME

Data Analytics

Turning messy business data into decisions people act on — Excel, SQL, Power BI, Tableau and Python — taught live by people who do it for a living.

Data Analytics cohort at work
TEACHING
6 months
PLACEMENT SUPPORT
3 months
FORMAT
Live · Saturday & Sunday
CLASS SIZE
24, never more
NEXT INTAKE
31 Oct 2026
FEE
£2,499
BEFORE YOU BOOK

Is this the right course for you?

This is for you if…

  • You are already in work and need one capability, quickly.
  • You can commit two live sessions a week for twelve weeks.
  • You want a capstone project you can take to an interview.

This is not for you if…

  • You are changing career outright — a Post Graduate course gives you a portfolio, not one project.
  • You need a regulated qualification for visa or professional registration. This is not one.
  • You cannot attend live sessions. The recordings are a backup, not the format.
WHAT YOU ACTUALLY LEARN

Twelve weeks, module by module

No competitor in this market publishes module-level detail. We do, because it is the thing you are actually buying.

  1. Weeks 1–2Introduction to data analyticsThe four types of analytics, data types and the analytics process, applied to retail, banking, healthcare and marketing.CONCEPTS
  2. Weeks 3–4Advanced ExcelCleaning and validation, pivot tables, XLOOKUP and IF, conditional formatting and a one-page report.EXCEL
  3. Weeks 5–6SQLFiltering, aggregation, joins, CASE, subqueries and a first look at window functions, on real business questions.SQL
  4. Weeks 7–8Power BIPower Query, data modelling, DAX and publishing a report a stakeholder can actually use.POWER BI · DAX
  5. Week 9TableauConnections, calculated fields, maps and dashboard actions, built into a story rather than a wall of charts.TABLEAU
  6. Weeks 10–12Python and statisticsNumPy, pandas and Seaborn, then distributions, outliers and correlation versus causation.PYTHON · PANDAS
THE WORK AND THE PEOPLE

You finish with work you can show, and people you can name.

A finished capstone
Priya’s retail demand dashboard, built on the buying team’s real sales data. It became the interview conversation that got her the role.
Marcus Bell

Marcus Bell

Analytics Manager, Northgate

Teaches weeks 1–9

Dr Naomi Clarke

Dr Naomi Clarke

Lead Data Scientist, Halden Systems

Python, statistics and mock interviews

A sample Ashwood Education certificate of completion, marked SAMPLEPartnership certificate: Ashwood Education is a Microsoft AI Cloud Partner, Microsoft Partner ID 7149240
WHEN AND HOW MUCH

Next intakes for Data Analytics

Pay in full

£2,499

Instalments

6 monthly payments of £416.50, no interest

Employer sponsorship

We invoice your employer directly

Refund

Full refund to end of week two

QUESTIONS ABOUT THIS PROGRAMME

Asked before every Data Analytics cohort

Do I need to know how to code before I start?

No. The first four weeks are analytics concepts and Excel, and SQL starts in week five from the very beginning. Python comes last, once you are comfortable with data. What you do need is to put the practice hours in between sessions.

How much maths is there, honestly?

Less than you fear. You need to be comfortable with percentages, averages and reading a chart. The statistics you need are taught from first principles — no calculus, no proofs.

Does this cover GenAI?

Only where it helps an analyst day to day, such as AI-assisted features inside Excel and Power BI. The full GenAI half is taught on Data Analytics + Generative AI, our Post Graduate course, and on the Generative AI course.

Can I choose the industry for my capstone?

Yes. Your capstone is shaped around the industry you want to work in — technology, finance, banking, healthcare, hospitality and travel, consulting, retail, or supply chain and operations — with real-world-style data and a portfolio-ready result.

What if I miss a session?

The recording is up the same day and your mentor covers it in your next 1:1. Attendance matters for the certificate — you need 80% across the programme — but a handful of missed sessions will not put that at risk.

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