Statistics for Decision Making (with Excel)
Statistics for managers, applied in Excel. Participants summarise data, understand probability distributions, sampling and the central limit theorem, use confidence intervals and hypothesis tests, and build simple and multiple regression models to support business decisions.
At a glance
- 4 days
Who it's for
- Managers and professionals in government, manufacturing and services
Learning objectives
- Summarise data graphically and numerically
- Use sampling, inference and hypothesis tests to support decisions
- Build simple and multiple regression models in Excel
Detailed content
- Data types
- Tables and charts in Excel
- Measures of centre and spread
- Probability distributions
- Sampling methods
- Central Limit Theorem
- Confidence intervals
- Hypothesis testing
- Two-sample inference
- Simple linear regression
- Multiple linear regression
- Using results for decisions
Day-by-day agenda
A typical schedule. In-company versions are tailored to your processes, data and timing.
- Summarising data
- Descriptive statistics and probability
- Sampling
- Inference
- Regression
- Case study, action plans and course assessment
Practice, tools and assessment
Hands-on practice
- Build and interpret X-bar/R, I-MR and p-charts from plant data
- Run a capability study (Cp, Cpk, Pp, Ppk) and set improvement targets
- Software lab: the same analysis in Minitab and Excel
- Leadership-style self-assessment and 360° reflection
Tools and templates you keep
- SPC chart selection guide
- Capability and sample-size calculators
- Feedback (SBI) and coaching (GROW) guides
- Delegation matrix and team charter
How learning is assessed
- Pre- and post-course knowledge check
- Assessment of practical exercises by the trainer
- Action plan reviewed at the end of the course
Built on these standards and bodies of knowledge
- AIAG SPC manual (2nd ed.)
- ISO 7870 (control charts) and ISO 22514 (capability)
- Situational Leadership; Kotter's 8-step change model
How it is delivered
- Public courses in Cairo, in-company programs and live online training
- Practical exercises, case studies and examples from your sector
- Can also run as Train & Stay in Sharm El Sheikh, Hurghada or Cairo
Part of these career paths
- Data Analytics & Digital Tools · Practitioner
Frequently asked questions
How long is Statistics for Decision Making (with Excel)?
The program runs 4 days. In-company versions can be adapted to your needs.
Is the course taught in Arabic or English?
Sessions are usually delivered in Arabic with English technical terms and materials. Full English delivery is available for in-company groups.
Can you run it inside our company?
Yes. In-company programs use exercises built on your own processes. Tell us the group size and preferred timing and we will send a proposal.
Will I receive a certificate?
Participants who complete the program and its assessment receive a certificate from The Excellence Center, which can be verified online.
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Get dates, fees and the full outline.
Tell us whether you are joining as an individual or planning a program for your team.