Project management · Data · AI

Start where you are.

Practical courses for working professionals and students who don't come from tech, and shouldn't have to become technologists to lead in a data and AI world.

01
Lead the changePMP Certification · Agile & Scrum
02
Understand what's happeningData Science & Analytics
03
See what's comingMachine Learning Fundamentals
04
Generative AI · CloudComing next
The courses

Four courses, designed as one path

Begin with whichever fits your work today. Each course stands on its own, and each one leads naturally into the next.

PROJECT MANAGEMENT · 17 MODULES

PMP Certification

For professionals preparing for the PMP exam, or anyone who wants a structured way to run projects.

  • The full PMBOK knowledge areas, with Agile and hybrid delivery
  • Practical AI applications for project managers
  • Quizzes and assignments to check your progress
Enrol
PROJECT MANAGEMENT · 8 CHAPTERS · PMI-ACP ALIGNED

Agile & Scrum

For teams and leaders moving to Agile ways of working, and PMI-ACP aspirants.

  • Agile values, Scrum roles, events and artefacts
  • Delivering value in short cycles, with a real product team as the example
  • Quizzes and assignments in every chapter
Enrol
AI & DATA MADE CLEAR · TRACK 1 · 9 CHAPTERS

Data Science & Analytics

For non-technical professionals and students who want to work confidently with data.

  • From a business question to a data-backed decision
  • A core path you can finish, plus optional hands-on sessions in R and Python
  • One subscription business followed from the first chapter to the capstone
Enrol
AI & DATA MADE CLEAR · TRACK 2 · 9 CHAPTERS

Machine Learning Fundamentals

For anyone who wants to understand how machine learning works and where it helps a business.

  • Regression, classification, clustering, recommendations and forecasting
  • Hands-on Python sessions in Google Colab, with practice notebooks
  • A capstone where you build a growth dashboard
Enrol
How they're built

Three deliberate choices

Fundamentals over hype

Tools change every few months. The thinking underneath them lasts, so that's where the courses start.

One real business throughout

The same subscription company appears across the chapters, so every idea lands in a setting you recognise.

Finishable, then deeper

A core path you can complete, plus optional hands-on sessions for anyone who wants to go further.

Rajeev Nitnawre
About

I made this move myself

I spent the early part of my career running physical businesses. Then I moved into digital subscription companies, and the language of the work changed overnight: funnels, churn, dashboards, models.

I learned it one step at a time. Over 20 years I've worked across OTT, media-tech, SaaS and fintech in India, Southeast Asia and the Middle East, including HOOQ (Singtel's OTT venture), DocuBay and Spuul. Along the way I found I enjoy teaching this as much as doing it.

These courses are the bridge I wish I'd had.

PMP®PMI-ACP®Data Science & Business AnalyticsAI & Machine LearningBased in Singapore
Insights

Platform Recalibrations

A LinkedIn series on the structure underneath streaming: attention, leverage, the layers that decide what gets watched, and who will own the next consumer.

Read on LinkedIn
Updates

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