Course portfolio

Coursework.

37 courses across the four-year Computer Science & AI degree at IE University. Each one got its own interactive companion site — notes, live demos and projects, all built from scratch. Click any course to open it.

Year 4 · Semester 2

Blockchain, Cryptocurrencies & FinTech

Interactive playground of blockchain and fintech concepts — 17 in-browser modules.

Ethics, Policy & Legislation in CS

Visual walkthroughs of the course's core ethics, policy and legislation concepts.

Robotics & Automation

In-browser visualizations of 13 robotics concepts, from kinematics and ROS to planning.

UX/UI & Human-Computer Interaction

Interactive concept map for UX, UI and human-computer interaction.

Capstone Project — APEX

Concept site for a unified digital infrastructure for high-performance multisport athletes.

Year 3 · Semester 2

AI: Chatbots & Recommendation Engines

24+ live demos covering conversational agents and recommendation engines.

AI: Computer Vision

17 in-browser demos, from image formation through generative models.

AI: NLP & Semantic Analysis

23 live demos from text preprocessing to transformers.

AI: Reinforcement Learning

Playground for every core RL idea — bandits, MDPs, temporal difference, REINFORCE, A2C.

AI: Statistical Learning & Prediction

Visual k-NN, SVMs, MLPs, trees, ensembles, PCA and k-means.

Year 3 · Semester 1

Computer Programming II

Browser-only Java study companion — lessons, quiz mode and a cheatsheet.

Software Development & DevOps

Course notes site for software development and DevOps practice.

Introduction to Robotics Lab

Kinematics, sensors, PID control and autonomy, interactive in the browser.

AI: Reasoning & Problem Solving

Playable Quoridor, Ghosts and UNO with simple AI opponents.

High Performance Computing

Interactive HPC companion — caches, parallelism and GPU computing demos.

IE Challenge

Team challenge deliverable — slide deck.

Year 2 · Semester 2

AI: Machine Learning Foundations

Train/test splits, gradient descent and the foundations of ML, interactive.

AI: Personality & Emotion for AI Design

Personality and emotion for AI companions — from neurons to affect models.

Designing and Using Databases

SQL playground running entirely in the browser, with a sample database and schema diagram.

IE Impact Entrepreneurship

Opportunity scoring and design-thinking tools for impact entrepreneurship.

Matrices & Linear Transformations

Vectors, dot products and linear transformations you can drag around.

Probability for Computing Science

Visual statistics and probability demos.

Year 2 · Semester 1

Algorithms & Data Structures

Sorting, pathfinding, graphs, hashing and backtracking, visualized step by step.

Calculus for Computer Science

Tangents, Riemann sums, Taylor series, vector fields and 3D surfaces.

Cloud Computing

Service models, regions and scaling patterns, explained interactively.

Computer Architecture, Networks & OS

Interactive companion across architecture, networking and operating systems.

Computer Programming I

Variables to recursion — the full CP1 syllabus with runnable modules.

Technology with Impact

Low-code tools and impact technology, hands-on.

Year 1 · Semester 2

Fundamentals of Data Analysis

Interactive companion for the fundamentals of data analysis.

Humanities

Reasoning companion for technology and the making of the modern world.

Physics for Computer Science

Physics demos built for computer scientists.

Principles of Programming

Programming principles with live, editable examples.

Simulating and Modeling to Understand Change

Simulation and modeling demos for understanding change.

Year 1 · Semester 1

Discrete Mathematics

Interactive logic, sets, relations and modular arithmetic.

Fundamentals of Probability & Statistics

12 self-contained interactive probability and statistics demos.

Introduction to Business Management

10 interactive strategy, finance and market-structure demos.

Learning to Observe, Experiment & Survey

Sampling, experiments and surveys, visualized.

The Big History of Ideas and Innovation

Nine interactive timelines, S-curves and acceleration demos.

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