Get good at data & AI.
Put it to work.

I'm Clarence Tan, a practising data analyst. Learn through real projects, backed by a decade of experience in banking and tech.

Start upskilling → Training for a team? →

See how it works ↓

Scroll

Where do you want to grow?

Choose your next step.

Practical training you can put to work straight away.

For individuals

Build skills around your day job.

One course or a full pathway.

Hands-on courses, live online in evenings or full days. Leave with practical skills and a project you built.

Explore courses → Register interest →

For teams

Your team. Your data. Your goals.

Training built around your work.

Solve real problems with your own tools and data. In-house or live online, with invoicing and L&D documentation.

Discuss corporate training →

01 — Generative AI

It's just predicting the next word.

A model builds sentences one token at a time. Watch the probabilities guide its next choice.

prompt · "AI training that actually…"

works0%

sticks0%

helps0%

02 — Machine learning

Signals flow. Weights adjust.

Scroll to follow a signal through a neural network and see how a prediction takes shape.

03 — Meaning as maths

Words become coordinates.

Similar meanings sit close together. Scroll to watch words find their place in space.

04 — Data analytics

From raw rows to a decision.

Turn numbers into decisions with SQL, Power BI and Tableau. Scroll to build a dashboard.

Revenue

Churn

Forecast

Meet your instructor

A practitioner who teaches.

I'm Clarence. I bring a decade in banking and tech to every session, helping you apply data and AI to your own work.

Senior Data Analyst & APAC Lead · MSc Analytics & BAcc, SMU

My background & selected work

Ways to work together

Train your team. Or let's build it together.

Build your team's skills, get a project delivered, or create something together.

Core offering

🎓

Training

Upskill your people

Hands-on skills your team can use independently, from spreadsheets to AI.

9 courses, 4 pathways — or a custom programme
Full-day or weekly, in-house or online
Built on your real data
A working project your team keeps

Custom corporate training →

🛠

Consultancy

Done-with-you, or done-for-you

I design, build and improve your data and AI workflows.

Dashboards & BI reporting
Workflow & reporting automation
AI adoption & strategy
Data clean-up & modelling

Discuss a project →

🤝

Collaboration

Partners & associates

Co-delivery and associate partnerships for training providers, agencies and businesses.

Co-delivered programmes
White-label / associate training
Content & curriculum partnerships
Referral arrangements

Explore a partnership →

Explore at your pace

A little curiosity goes a long way.

Pick a topic and go deeper when you're ready.

01 / TRY

See data & AI in action.

Replay the demos at your own pace, with free workshops and learning updates.

Explore & learn 02 / READ

Take a useful idea to work.

Short guides to Excel, SQL, charts and everyday data problems.

Read the blog 03 / BUILD

Turn an idea into an app.

Explore real projects built with AI and the thinking behind them.

See the projects

Let's talk

What would you like to build?

Training, a project or a partnership. Tell me what you need and I'll reply within 24 hours.

Start a conversation Email me

Get good at data & AI. Put it to work.