Training · Consultancy · Programme development


Practical data and AI skills for everyday work—through training, consultancy and programme development.

Discuss your goals Explore courses

Clarence Tan · Founder & Principal Instructor

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Explore data & AI

See ideas take shape.

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01 / Generative AI

One token.
Many possibilities.

A language model generates text one token at a time. Watch the next choice emerge from a set of possibilities.

Explore generative AI
prompt · “A language model…”
predicts64%
generates24%
learns12%

Simplified illustration · Sample probabilities

02 / Machine learning

Signals flow.
A prediction forms.

Follow a signal through the layers of a simplified neural network, from inputs to an output.

Explore machine learning
03 / Meaning as maths

Words become
coordinates.

Embeddings represent meaning as numbers. In this simplified view, related words move closer together.

Explore embeddings
04 / Data analytics

From raw rows
to a clearer view.

Bring measures and trends together in a dashboard, then use the picture to ask better questions.

Explore data analytics

Illustrative dashboard · Sample data

Revenue
$0
Churn
0%
Forecast
0%
  1. 01 Generative AI
  2. 02 Machine learning
  3. 03 Embeddings
  4. 04 Data analytics
Three ways to work together

Start with the work.
Build from there.

Reporting takes too long. Insights are unclear. AI feels difficult to apply. Start with what your team needs to do better.

01 Core offering

Training

Build skills your team can use. Tailored programmes with guided practice and applied projects, from spreadsheets to AI and automation.

Train your team
02

Consultancy

Improve how your data work gets done. Support with data preparation, dashboards, reporting, workflow automation and practical AI adoption.

Work through a challenge
03

Programme development

Create learning for your audience. Course outlines, teaching materials, exercises and assessments for training providers and education institutions.

Develop a programme
Clarence Tan, Founder and Principal Instructor at NewGround
Meet the founder

A practitioner
who teaches.

Clarence TanFounder & Principal Instructor, NewGround

I’m Clarence. I bring over a decade of data experience across banking, technology, real estate and corporate analytics to my teaching.

Through NewGround, I help teams build practical skills and apply data and AI to their everyday work—with relevant exercises, live demonstrations and hands-on projects.

2,000+Learners I’ve trained

Qualifications & certifications

  • Master of IT in Business (Analytics)Singapore Management University
  • Bachelor of AccountancySingapore Management University
  • Advanced Certificate in Learning & Performance
  • Life Coaching Certification
Explore my full profile
Training shaped around you

From your goals
to hands-on practice.

Your team’s starting level, tools and business scenarios shape the programme.

  1. 01

    Scope

    Agree the goals, audience and tools your team uses.

  2. 02

    Tailor

    Shape the content, exercises and datasets around your work.

  3. 03

    Deliver

    Learn through demonstrations and guided practice, onsite or online.

  4. 04

    Apply

    Leave with reusable work: a report, notebook or workflow.

Let’s talk

What would you like
your team to do better?

Share your goals and the tools you use. Let’s discuss the training, project or programme that fits.

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