Professional development by The Data Studio

You don't need to be a data expert to think clearly about data.

Data is part of almost every business decision. But knowing how to read a dashboard isn't the same as knowing what to believe, what to question or what to do next.

Data Confidence is a practical learning programme for people who work with data, but aren't data specialists. Learn to interpret evidence, challenge assumptions, ask better questions and communicate insights with confidence.

Explore the programmes Enquire about team training

?What should
we believe?

Evidence

Questions

Judgement

Action

See what changes

Data skills without becoming a data analyst

Working with data shouldn't require becoming a data expert.

You might regularly review performance reports, make decisions using data, brief analytics teams or present findings to colleagues.

But what happens when the numbers don't make sense? When two reports disagree? When an AI tool produces a convincing analysis that you're not quite sure you should trust?

Data Confidence helps you develop the judgement to navigate these situations.

It's not a course in Excel, SQL, statistics or dashboard software. It's about becoming a more capable, confident participant in data-driven business decisions.

Interpret with clarity

Understand what the evidence really tells you.

Question with confidence

Challenge assumptions and ask more useful questions.

Work better with analysts

Turn business problems into clearer analytical requests.

Communicate with impact

Explain findings, limitations and recommendations credibly.

One curriculum. Two ways to learn.

Choose the experience that works for you.

Whether you're developing your own skills or strengthening how an entire team works with data, the same core principles apply. Our two learning experiences are built around a shared curriculum, but designed for different outcomes.

LIVE · FACILITATED · COLLABORATIVE

Build a team that makes better decisions with data.

A practical, expert-led half-day workshop for teams that regularly work with reports, dashboards, analysts and business decisions. Led personally by an experienced data practitioner, it combines short teaching sessions, group challenges, real-world examples and facilitated discussion.

Live, facilitated half-day workshop
Designed for approximately 6–12 participants
Tailored examples and pre-workshop team briefing
Practical group exercises and AI analysis challenges
Optional discussion of a suitable company report
Team Data Confidence Charter
30-minute follow-up application clinic

What people leave with

Your team leaves with shared language, stronger analytical judgement and practical habits it can apply immediately.

Enquire about team workshops

SELF-PACED · VIDEO-LED · PRACTICALIn development

Become more confident working with data.

A structured digital professional development programme for business professionals who want to interpret data more intelligently, challenge questionable conclusions and communicate evidence with greater confidence. Learn through expert-led video lessons, relatable business examples, selected practical exercises and a final applied challenge.

Premium self-paced digital programme
Three modules covering 12 core concepts
Approximately 3–4 hours of learning
Expert-led video lessons
Three substantial worked exercises
Final AI Analyst Review challenge
Downloadable checklists and templates
Completion record

What people leave with

Leave with the confidence and practical tools to question, interpret and communicate data without becoming a technical specialist.

Join the individual programme waitlist

At a glance

Two experiences. One goal: better data judgement.

Swipe to compare on smaller screens

Feature	For Teams	For Individuals
Designed for	Organisations and business teams	Individual professionals
Delivery	Live, expert-facilitated workshop	Self-paced digital programme
Duration	Half-day, approximately 3h 45m	Approximately 3–4 hours
Curriculum	Three modules, 12 concepts	Three modules, 12 concepts
Teaching	Live explanation and discussion	Expert-led video lessons
Exercises	Collaborative group challenges	Independent worked exercises
Questions and guidance	Live Q&A and facilitator feedback	Guided explanations and worked solutions
Business context	Tailored to the team's work	Relatable cross-industry examples
Real company reports	Optional facilitated discussion	Not required
Final challenge	Collaborative AI analysis review	Individual AI analysis review
Takeaways	Team Charter and practical resources	Personal templates and checklists
Follow-up	30-minute application clinic	Self-directed learning
Primary outcome	Shared team capability	Individual professional confidence
Next step	Request a workshop	Join the waitlist

What you'll learn

Three modules. Twelve practical concepts.

Data Confidence is built around three capabilities that help people make better use of evidence at work.

Think Clearly

Can I trust what the numbers are telling me?

Learn to examine where data comes from, recognise misleading comparisons, distinguish patterns from explanations and make sensible decisions under uncertainty.

Ask Better Questions

What should I ask before accepting or commissioning an analysis?

Learn to define better business questions, clarify metrics, recognise hidden differences between groups and identify missing evidence.

Communicate Confidently

How do I turn evidence into a credible business recommendation?

Learn to recognise misleading visualisations, communicate the point behind the numbers, qualify claims appropriately and connect findings to action.

Who is Data Confidence for?

For people who work with data, but aren't data people.

Data Confidence is designed for professionals who need to use evidence to do their jobs, without becoming analysts themselves.

Particularly relevant to

Marketing and commercial professionals
Team leaders and managers
Operations and customer experience teams
Founders and business owners
Project and programme managers
Professionals who regularly collaborate with data and analytics teams

No programming, statistical training or previous analytics experience is required.

About the instructor

Learn from someone who's spent over 20 years working with business data.

Data Confidence was created by John Conway, founder of The Data Studio.

With more than two decades of experience in analytics and data science, John has worked with organisations to turn complex information into clearer understanding and better business decisions.

The programme brings together the practical lessons from that experience: how to recognise weak evidence, ask questions that matter and communicate findings that people can actually use.

The aim isn't to turn everyone into an analyst. It's to help more people think confidently and critically about the data they already encounter.

Start with better questions

Better decisions start with better questions.

Whether you're developing your own confidence or helping a team work more effectively with data, there's a Data Confidence experience designed for you.

For TeamsBring Data Confidence to your organisation.Discuss a team workshop For IndividualsBe among the first to hear when the digital programme launches.Join the waitlist