AI literacy basics

Start here

PromptingLearn a solid prompting technique that will get the most out of the LLM.Start

Build and learn

Test and trust

EvaluationTest a prompt with rule checks and an AI judge, then compare versions.
SecurityTrick a bot into leaking a password, then defend it and redact personal data.
EthicsAudit an AI for bias and sycophancy by changing one detail at a time.
Under the hoodTokens, next-word probabilities, temperature and cost.

AI Simulations

Classroom-ready exercises. Students step into a professional role, email AI characters to gather facts and data, then submit a deliverable that an AI judge checks against the brief.

More demos

Built with Sandbox Tutor: hands-on courses in code, data analysis and databases.

Code and analysis

Python

A versatile, beginner-friendly language widely used in data science, automation and machine learning.

Essentials Regex Beautiful Soup NumPy Pandas Matplotlib Seaborn Altair Turtle Graphics

Web

HTML, CSS and JavaScript define the structure, style and behaviour of every webpage.

Essentials Complete Working with JSON P5.js Graphics Common JS Libraries Coding Examples

R

A language designed for statistical computing, data analysis and visualization.

Essentials ggplot Descriptive Statistics 101

Databases

SQL

The standard language for querying and managing data in relational databases.

Essentials Complete

DB Designer

Design a relational database with entity-relationship diagrams before writing any code.

Relational DB Design

MongoDB

A NoSQL database that stores data as flexible JSON-like documents.

Essentials

GraphDB

Store data as nodes and the named relationships between them, queried with Cypher.