IBDP CS & ML Playground

Self-paced IBDP Computer Science & Machine Learning course with 3D ML lab, Python compiler and quizzes.

IBDP CS & ML Playground is a gamified, self-paced learning environment for IB Diploma Programme Computer Science students. It turns the syllabus into a level-based course map where students earn XP, unlock modules and collect a certificate on completion. WHAT'S INSIDE • 24 structured modules covering Python fundamentals (syntax, data types, strings, lists, tuples, sets, dictionaries, control flow, functions, OOP, iterators, modules, JSON & RegEx, exceptions, file handling) • Programming & algorithms: arrays, stacks and queues, Big O, linear and binary search, bubble sort, selection sort and recursion (HL) • Machine Learning (IBDP A4): ML paradigms, GPU/TPU/edge hardware, data cleaning, supervised learning (linear regression, K-NN, decision trees, F1 score), unsupervised learning, reinforcement learning, deep neural networks and AI ethics • Interactive 3D ML Lab built with Three.js – rotate and explore regression lines, K-means clusters and neural networks in real time • Step-by-step Python execution visualizer with plain-English explanations, error hints and an instant quiz after every lesson FOR TEACHERS A Teacher/Admin portal lets instructors create student accounts, assign passwords, unlock modules, track XP and course progress for every learner, and launch lessons in Teacher Mode for whole-class instruction. PRIVACY Everything runs locally in your browser. The extension requires no special permissions, connects to no servers and collects no personal data. It works fully offline. Designed and developed by Neha Siddiqui – Doctoral Researcher in Machine Learning & AI, Educator. © Neha Siddiqui. All rights reserved.