Data Analytics Foundations

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Business Operations · Self-paced course

Data Analytics Foundations

The working vocabulary, tools and habits of a business data analyst, from first question to first chart.

$297

One-time payment · Self-paced course · 6 modules · 18 lessons

Enroll now — $297Read a free preview lessonGeometric shape digital wallpaper

What this is

The working vocabulary, tools and habits of a business data analyst, from first question to first chart. The course is organized into 6 modules — what analytics is actually for, getting data you can trust, spreadsheets as a real analysis tool, measurement that holds up, turning analysis into a chart and delivering the answer — with 18 lessons in total, so you build the skill in a sensible order and can return to any part when you need it.

It does not make you a data scientist and does not award any certification. It builds the working vocabulary, tools and habits of a business analyst so you can answer real questions with data.

What you will be able to do

  • Turn a business question into an analysis plan
  • Get data you can trust and check its quality
  • Use spreadsheets as a real analysis tool
  • Choose measures that hold up to scrutiny
  • Present findings in a clear chart and short summary

The curriculum

Module 1

What analytics is actually for

  1. Questions a business pays to have answered
  2. Descriptive, diagnostic, predictive and prescriptive
  3. Where analysts waste their first six months

Module 2

Getting data you can trust

  1. Sources, systems and who owns them
  2. Profiling a dataset before you touch it
  3. Cleaning rules you write down and reuse

Module 3

Spreadsheets as a real analysis tool

  1. Structuring a sheet so formulas survive
  2. Lookups, pivots and summary tables
  3. When a spreadsheet stops being the right answer

Module 4

Measurement that holds up

  1. Defining a metric so two people agree
  2. Rates, ratios and the denominator trap
  3. Segmentation and the averages that hide it

Module 5

Turning analysis into a chart

  1. Picking the chart the question implies
  2. Labels, scales and honest axes
  3. Annotating so the point survives the slide

Module 6

Delivering the answer

  1. Writing the one-paragraph finding first
  2. Handling the follow-up question you expect
  3. Packaging the work so it can be rerun
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This is for you if…

  • You are new to data analysis
  • You use spreadsheets and want a more rigorous approach
  • You are asked to answer questions with data
  • You work alongside analysts and want to keep up

What you get

  • 18 lessons across 6 modules, written in plain language
  • A free preview lesson you can read before you buy
  • One-time payment of $297 — no subscription
  • Self-paced study with no deadlines or live sessions
  • Practical steps you can apply to your own work as you go

Questions

Is a certificate, license or credential awarded?

No. This course does not award any certification, license, accreditation or professional credential. It is educational content to help you build practical skills.

Can I read a lesson before I buy?

Yes. One lesson is free to read — use the “Read a free preview lesson” button at the top of this page.

How is the course delivered?

It is a self-paced online course. There are no deadlines, live sessions or set start dates; you work through the lessons when it suits you.

How do I pay?

Payment is a one-time charge through the Skill Stack Suite checkout. There is no subscription.

Do you promise any results?

No. The course is educational. It does not promise any income, earnings, job, promotion or business results — what you get from it depends on your situation and how you apply it.

Data Analytics Foundations

$297

One-time payment · Self-paced course · 6 modules · 18 lessons

Enroll now — $297

Educational content only. This course does not promise any income, earnings, revenue, job or business results; outcomes depend on your own situation and effort. No certification, license or professional credential is awarded.

About this courseThis is a self-paced educational course. Completing it does not award a professional certification, license, degree or academic credit, and it does not count toward any licensing or continuing-education requirement. Exam-prep courses are independent study material: we are not affiliated with or endorsed by the exam provider, no exam voucher is included, and a certification is only awarded by the provider after you pass its exam. It is not legal, tax, financial or other professional advice, and it makes no promise of income, results or employment.

Modules

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