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 lesson
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
- Questions a business pays to have answered
- Descriptive, diagnostic, predictive and prescriptive
- Where analysts waste their first six months
Module 2
Getting data you can trust
- Sources, systems and who owns them
- Profiling a dataset before you touch it
- Cleaning rules you write down and reuse
Module 3
Spreadsheets as a real analysis tool
- Structuring a sheet so formulas survive
- Lookups, pivots and summary tables
- When a spreadsheet stops being the right answer
Module 4
Measurement that holds up
- Defining a metric so two people agree
- Rates, ratios and the denominator trap
- Segmentation and the averages that hide it
Module 5
Turning analysis into a chart
- Picking the chart the question implies
- Labels, scales and honest axes
- Annotating so the point survives the slide
Module 6
Delivering the answer
- Writing the one-paragraph finding first
- Handling the follow-up question you expect
- Packaging the work so it can be rerun

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 — $297Educational 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.