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Data Research and Statistical Techniques

About the Course
The course will introduce you to the fundamental concepts of data research, such as quantitative and qualitative research techniques, experimental and non-experimental research approaches, and inferential tests of real-time scenarios.

As you work through the course, you’ll learn descriptive statistics, which summarise data from a sample using indexes, such as the mean or standard deviation, and inferential statistics, which draw conclusions from data that are subject to random variation (e.g., observational errors, sampling variation).

The course consists of three modules and includes demonstrations, hands-on activities, and knowledge tests at the end of each section of the course.

Course Info

Duration 12 hours. This will vary based on prior knowledge and ability.

Training Type Course

Study Type In centre, Online

Awards & Qualifications

Awarded 12 CPD points upon successful completion

Discounted Training

CITB Members can receive a special discounted rate on our training courses – Click to find out more

Is this course right for me?

In this course, we’ll cover the fundamental research methodology and modelling concepts that are key to performing robust data analytics, visualisation, and data interpretation.

Is this course for you?

This course is for anyone who is interested in learning the essential research methods and tools used to draw conclusions from data.

Awarded 12 CPD points upon successful completion

Duration 12 hours. This will vary based on prior knowledge and ability.

Course Content

Course Content

Module 1: Data Research Techniques & Statistics for Data Science
Data Research Techniques; Simple Descriptive Statistics; Common Approaches to Sampling Data; Inferential Statistics

Module 2: Statistical & Hypothesis Tests
Getting Started with Hypothesis Testing; Using the One-Sample T-Test

Module 3: Data Research Techniques & Statistical Approaches
Data Research Exploration Techniques; Data Research Statistical Approaches

Course Overview

Aims and Objectives

The aim of the course is to ensure your understanding of the fundamental research methods and tools used to draw conclusions based on data.

Career Path

To enter the field of data science, it’s essential to learn the techniques underpinning data research and statistics. A strong understanding of research methodology and modelling is key to performing robust analytics and data interpretation.

Pre-Requisites

There are no pre-requisites for this course.

August 2026

August 4 Speedwriting – 1-day Workshop

Speedwriting – 1-day Workshop

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

August 4 PowerPoint Introduction – Tutor Led

PowerPoint Introduction – Tutor Led

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 5 @ 9:30 am - 4:30 pm Better Business Writing – 1-day Workshop

Better Business Writing – 1-day Workshop

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 5 @ 9:30 am - 4:30 pm Communication Skills –1-day Workshop

Communication Skills –1-day Workshop

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

August 6 Excel Intermediate – Tutor Led

Excel Intermediate – Tutor Led

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 6 Assertiveness – 1-day Workshop

Assertiveness – 1-day Workshop

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

August 10 A.I in the Workplace – 1-day Workshop

A.I in the Workplace – 1-day Workshop

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 11 Leadership Skills –1-day Workshop

Leadership Skills –1-day Workshop

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

August 11 Microsoft Power BI Intermediate-Tutor Led

Microsoft Power BI Intermediate-Tutor Led

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 12 Excel Advanced – Tutor Led

Excel Advanced – Tutor Led

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

August 12 - August 13 Supervisory Skills – 2-day Workshop

Supervisory Skills – 2-day Workshop

Edinburgh 4 Queen Street, Edinburgh, United Kingdom

August 13 @ 9:30 am - 5:00 pm MS Project Introduction – Tutor Led

MS Project Introduction – Tutor Led

Glasgow 3rd Floor, Tontine House 8 Gordon Street, Glasgow, United Kingdom

Testimonials

“I found the style of teaching, materials provided, seminars, the instructors’ behaviour and attitude, of excellent quality and standards. I am happy.”

SD – Executive PA Diploma

General Courses, Private Individuals

Training was excellent – very knowledgeable and able to answer questions and provide examples.

Dawn – Information and Knowledge Manager – Project Management Principles

General PD, Organisations Testimonials, Project Management

“I studied the Legal Secretarial Diploma with Pitman because I wanted to have some formal IT qualifications and was interested in finding work in the legal or property sector. Before taking the course I was doing housekeeping and cleaning work and I had decided I wanted to look for something with a more administrative focus.
I had used computers a lot before doing the diploma but I now feel like I have a much better and more organised understanding of programmes like Microsoft Word and Excel and I am confident enough to experiment with them.
I thought I could already type very well but I am so much faster now that I’ve done the Typaz and speed development courses.
I have just been offered a job as a Plans Officer with Registers of Scotland through the Pertemps agency. I wouldn’t have been able to apply for this job without my Pitman diploma.
I would definitely recommend Pitman to others, especially other graduates, because it gives you more confidence and more options. I liked being able to work at my own pace and the supervisors in the training room were really helpful with all my modules.”

HB – Legal Secretarial

General Diploma, Legal Secretarial, Private Individuals, Secretarial Diploma

I have just completed my Accounting Technician Diploma with Pitman in Edinburgh.
I had relocated to Fife after working as an Office Manager in Livingston and I was now at home looking after my 3yr old son. I had tried to get a couple of part time admin jobs but was unsuccessful, with the view being that I was over qualified. I therefore felt that it would be easier to work from home as a self employed bookkeeper, this would mean I could earn some money and have the flexibility to look after my son. I had carried out various aspects of invoicing etc over the years but could never call myself a bookkeeper, I therefore needed to get a formal qualification that would give prospective clients the trust required.
After checking the internet I contacted Fran Maclean in Edinburgh, she invited me in for a chat and on her advice I arranged to complete the Accounting Technician Diploma as this was better suited to running your own business rather than just being an employee.
I arranged to complete my diploma from home, and only had to visit the Office in Edinburgh for 2 modules. I enjoyed every minute of this diploma, as I was able to fit the studying around home life. Help was available if required but the learning materials were actually so good that I don’t think I ever needed to call for help.
I have now completed my Diploma and am arranging to sit the Institute of Certified Bookkeepers entrance exam, this will allow me to portray a much more professional image when dealing with clients.
Completing this Diploma has given me much more confidence, and as a result I have decided to widen the scope of my business idea.
I would have no hesitation in recommending Pitman Training and am sure that I will continue to use them myself in the future.

PC – Accounting Technician Diploma

Book-Keeping, Private Individuals

Julie was an extremely good deliverer of the course content, very knowledgeable. I noticed she never failed to answer any questions and had offered solutions to all issues put to her.

Paul – Scientist – Supervisory Skills

General PD, Organisations Testimonials, Supervisory Skills

The trainer had an excellent general knowledge which helped with explaining things in the course.

Annette – Production and Accounts – Project Management Principles

General PD, Organisations Testimonials, Project Management