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 & FinTechInteractive playground of blockchain and fintech concepts — 17 in-browser modules.
Ethics, Policy & Legislation in CSVisual walkthroughs of the course's core ethics, policy and legislation concepts.
Robotics & AutomationIn-browser visualizations of 13 robotics concepts, from kinematics and ROS to planning.
UX/UI & Human-Computer InteractionInteractive concept map for UX, UI and human-computer interaction.
Capstone Project — APEXConcept site for a unified digital infrastructure for high-performance multisport athletes.
Year 3 · Semester 2
AI: Chatbots & Recommendation Engines24+ live demos covering conversational agents and recommendation engines.
AI: Computer Vision17 in-browser demos, from image formation through generative models.
AI: NLP & Semantic Analysis23 live demos from text preprocessing to transformers.
AI: Reinforcement LearningPlayground for every core RL idea — bandits, MDPs, temporal difference, REINFORCE, A2C.
AI: Statistical Learning & PredictionVisual k-NN, SVMs, MLPs, trees, ensembles, PCA and k-means.
Year 3 · Semester 1
Computer Programming IIBrowser-only Java study companion — lessons, quiz mode and a cheatsheet.
Software Development & DevOpsCourse notes site for software development and DevOps practice.
Introduction to Robotics LabKinematics, sensors, PID control and autonomy, interactive in the browser.
AI: Reasoning & Problem SolvingPlayable Quoridor, Ghosts and UNO with simple AI opponents.
High Performance ComputingInteractive HPC companion — caches, parallelism and GPU computing demos.
IE ChallengeTeam challenge deliverable — slide deck.
Year 2 · Semester 2
AI: Machine Learning FoundationsTrain/test splits, gradient descent and the foundations of ML, interactive.
AI: Personality & Emotion for AI DesignPersonality and emotion for AI companions — from neurons to affect models.
Designing and Using DatabasesSQL playground running entirely in the browser, with a sample database and schema diagram.
IE Impact EntrepreneurshipOpportunity scoring and design-thinking tools for impact entrepreneurship.
Matrices & Linear TransformationsVectors, dot products and linear transformations you can drag around.
Probability for Computing ScienceVisual statistics and probability demos.
Year 2 · Semester 1
Algorithms & Data StructuresSorting, pathfinding, graphs, hashing and backtracking, visualized step by step.
Calculus for Computer ScienceTangents, Riemann sums, Taylor series, vector fields and 3D surfaces.
Cloud ComputingService models, regions and scaling patterns, explained interactively.
Computer Architecture, Networks & OSInteractive companion across architecture, networking and operating systems.
Computer Programming IVariables to recursion — the full CP1 syllabus with runnable modules.
Technology with ImpactLow-code tools and impact technology, hands-on.
Year 1 · Semester 2
Fundamentals of Data AnalysisInteractive companion for the fundamentals of data analysis.
HumanitiesReasoning companion for technology and the making of the modern world.
Physics for Computer SciencePhysics demos built for computer scientists.
Principles of ProgrammingProgramming principles with live, editable examples.
Simulating and Modeling to Understand ChangeSimulation and modeling demos for understanding change.
Year 1 · Semester 1
Discrete MathematicsInteractive logic, sets, relations and modular arithmetic.
Fundamentals of Probability & Statistics12 self-contained interactive probability and statistics demos.
Introduction to Business Management10 interactive strategy, finance and market-structure demos.
Learning to Observe, Experiment & SurveySampling, experiments and surveys, visualized.
The Big History of Ideas and InnovationNine interactive timelines, S-curves and acceleration demos.
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