Data and governance, 1 day course

Data Science Fundamentals course
in Cardiff, in-house or online.

A clear, no-code introduction to data science: the process, the tools and real business uses.

Duration
1 day
Price
£195 per person
Next public date
5 October 2026
Delivery
Cardiff, in-house or online
Book this course
£195per person

1 day, trainer-led and hands-on

Choose a public date
Request a place → Book a private course for your team
  • Run in-house at your workplace
  • Also available live online
  • Hands-on exercises throughout
// About this course

Data Science Fundamentals in practice.

Data Science Fundamentals is a one-day introductory course designed to give non-technical professionals a clear, practical understanding of data science concepts. Learn how data science works, what tools are used, and how it can solve real business problems; without needing to code. Perfect for those who want to confidently engage in data-driven discussions and initiatives.

Who this course is for

This course is ideal for managers, team leaders, analysts, and professionals who want to understand data science without getting lost in technical detail. It's perfect for those who work alongside data teams or want to get involved in data projects. Whether you are leading digital change, managing strategy, or simply want to enhance your data literacy, this course builds a solid foundation. No coding or prior knowledge is required, just a curious mind and an interest in making better decisions through data.

Data science concepts on screen
// Course outline

What the course covers.

  1. Module 1

    What is Data Science? An Overview

    Understand what data science actually is, how it combines statistics, computing, and domain knowledge to solve problems. Explore where data science sits in the wider world of AI, machine learning, and analytics.

  2. Module 2

    The Data Science Process

    Walk through the key stages of a data science project: problem definition, data collection, data cleaning, analysis, modelling, and communication. This module helps you understand how data science adds value at every stage.

  3. Module 3

    Real-World Applications of Data Science

    See how data science is used across industries, predicting customer behaviour, improving logistics, preventing fraud, and more. This module features case studies that make the concepts relatable and business-focused.

// Why attend

Why teams take this course.

The Data Science Fundamentals AI Course introduces participants to the core principles of data science, from data collection and cleaning to analysis and interpretation. Covering key topics such as statistical methods, machine learning basics, and data visualisation, this course is ideal for beginners looking to build a solid foundation. By the end, learners will understand how to turn raw data into meaningful insights that drive AI-powered decision-making.

This course was the perfect starting point. I finally understand what data science means and how it connects to the decisions we make every day in business. It gave me clarity and the confidence to work more closely with our data team.

Course delegate
// In-house training

Run this course for your team

We can deliver Data Science Fundamentals at your workplace, or live online. Private courses use examples from your own work, run on dates that suit you, and every delegate gets a course pack. There are no hidden costs.

Ask about an in-house course →
In-house training delivered at a client's workplace
Retraining after redundancy? Our five-day Data Engineering for AI course is fully funded through the Welsh Government's ReAct+ scheme for eligible people in Wales. See the funded Data Engineering for AI course →
// Common questions

Frequently asked questions.

How long is the course and how much does it cost?
The Data Science Fundamentals course runs for one day. Public course places are £195 per person. Private courses for your team are quoted on request.
Do I need any previous experience?
No. This course is designed for people without a technical background. If you can use everyday office software, you have everything you need.
Can you run this course for our team at our workplace?
Yes. We deliver this course in-house at your offices in Cardiff, across Wales and throughout the UK, for groups from one to over fifty people, with examples tailored to your work.
Is the course available online?
Yes. We can run it as a live, trainer-led online session, so teams across different sites can take part together.
How do I book a place?
Choose a date and select Request a place, or contact us. We will confirm availability and send joining details.
// Get started

Tell us what your team needs to learn.

A short call is enough for us to recommend a course or put together a programme and a quote.

Book a consultation → info@apextrainingwales.co.uk