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Case Studies in Building Intelligent Textbooks

This document provides 100 samples of some of the intelligent textbooks that have been created with our workflows. This list is changing every day, so please check back frequently.

Book Completion Status

This icon indicates the development stage of each intelligent textbook:

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Initial Content
In Progress
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  • A Skeptic's Guide to Quantum Computing

    A Skeptic's Guide to Quantum Computing

    An evidence-based interactive intelligent textbook examining why quantum computing may never be economically viable, covering physics constraints, hardware realities, investment risk, and cognitive biases. Designed for upper-division undergraduates, graduate students, technology investors, and policymakers.

    241 Concepts · 17 Chapters · 52 MicroSims · 18 Stories · 271K Words · 241 Glossary Terms · 93 FAQs · 170 Quiz Questions · 170 References · · Repository

  • AI Assisted Geometry

    AI Assisted Geometry

    An online interactive intelligent textbook for high-school geometry using MicroSims. Features a detailed learning graph and over 130 interactive geometry MicroSims.

    200 Concepts · 12 Chapters · 173 MicroSims · 184K Words · 69 Glossary Terms · 81 FAQs · 132 Quiz Questions · · Repository

  • AI Based Data Science with Python

    AI Based Data Science

    An AI-based course that helps undergraduate college students learn data science with Python. Includes a detailed learning graph.

    300 Concepts · 14 Chapters · 20 MicroSims · 86K Words · 295 Glossary Terms · · Repository

  • AI Circuits Course

    AI Circuits Course

    Learn electronic circuits with AI-powered simulations and knowledge graphs. Created to support the circuits course at the University of Minnesota.

    300 Concepts · 16 Chapters · 75 MicroSims · 193K Words · 55 Glossary Terms · 72 FAQs · 26 Quiz Questions · · Repository

  • Interactive Infographics with AI

    AI Infographics

    An AI-assisted guide that teaches non-programmers how to design high-quality detailed interactive infographic MicroSims with many examples, prompts, templates, and workflow examples for intelligent textbooks. Many examples come from the Biology textbook.

    350 Concepts · 14 Chapters · 81 MicroSims · 2 Stories · 180K Words · 350 Glossary Terms · 72 FAQs · 140 Quiz Questions · 10 References · · Repository

  • AI Racing League

    AI Racing League

    A fun way of teaching AI and machine learning using a $300 RC car with a Raspberry Pi and Camera. Supports DonkeyCar projects.

    35K Words · 19 Glossary Terms · · Repository

  • Algebra I

    Algebra I

    An introductory course to Algebra covering fundamental concepts and skills with many interactive simulations. Designed for high school students.

    200 Concepts · 13 Chapters · 13 MicroSims · 93K Words · 197 Glossary Terms · 82 FAQs · 135 Quiz Questions · · Repository

  • Architecture Tradeoff Analysis Method (ATAM)

    ATAM

    ATAM is a method for evaluating software architectures. This is a 14-week course for senior undergraduate or graduate school software engineering students that are focused on software and hardware architectures. This method is used in other textbooks such as the Selecting the Right Database textbook.

    350 Concepts · 18 Chapters · 1 MicroSim · 100K Words · · Repository

  • Biology: An Interactive Course

    Biology

    Interactive intelligent textbook for Biology designed for advanced high school students preparing for a college credit exam. Covers all eight College Board units with MicroSims, a 375+ concept learning graph, and college credit exam strategies.

    380 Concepts · 20 Chapters · 86 MicroSims · 2 Stories · 219K Words · 378 Glossary Terms · 110 FAQs · 30 Quiz Questions · · Repository

  • Calculus

    Calculus

    Interactive Calculus textbook for high school students with 23 chapters, 100 MicroSims, and Delta the robot mascot. Covers both AB and BC curricula. Designed to help you get college credit.

    380 Concepts · 23 Chapters · 123 MicroSims · 243K Words · 230 Glossary Terms · 72 FAQs · 230 Quiz Questions · 230 References · · Repository

  • Chemistry

    Chemistry

    Interactive intelligent textbook for Chemistry designed for high school students seeking college credit. Features 18 chapters, SMILES molecule rendering, mhchem equation support, and an interactive learning graph.

    500 Concepts · 18 Chapters · 46 MicroSims · 2 Stories · 210K Words · 472 Glossary Terms · 70 FAQs · 180 Quiz Questions · 60 References · · Repository

  • ASL Book

    An intelligent textbook on American Sign Language designed to help students learn ASL through interactive content.

    200 Concepts · 2 MicroSims · 1K Words · · Repository

  • Automating Instructional Design

    Automating Instructional Design

    A hands-on guide to automating instructional design tasks using AI and other tools. Covers workflows for course development.

    200 Concepts · 13 Chapters · 91 MicroSims · 1 Story · 163K Words · 198 Glossary Terms · 60 FAQs · 120 Quiz Questions · · Repository

  • Ancient History

    Ancient History Cover

    An interactive intelligent textbook covering ancient world history from cosmic origins through post-classical civilizations (to ~1200 CE). Organized around the UCLA "World History for Us All" Big Era framework with a learning graph of 297 concepts.

    297 Concepts · 16 Chapters · 1 MicroSim · 101K Words · 250 Glossary Terms · · Repository

  • Beginning Electronics with AI

    Beginning Electronics

    An online course using MicroSims to help junior high and high school students learn the basics of electronics.

    9 MicroSims · 21K Words · · Repository

  • Bioinformatics

    Bioinformatics

    Interactive intelligent textbook for bioinformatics covering sequence analysis, structural biology, network analysis, knowledge graphs, and multi-omics integration with graph-based approaches throughout.

    480 Concepts · 16 Chapters · 55 MicroSims · 204K Words · 480 Glossary Terms · 91 FAQs · 160 Quiz Questions · 160 References · · Repository

  • Blockchain: A Skeptic's Guide to Trust Technologies

    Blockchain

    An interactive intelligent textbook examining blockchain, certificate authorities, cost analysis, architecture tradeoffs, and cognitive biases in technology decisions.

    200 Concepts · 20 Chapters · 34 MicroSims · 99K Words · 200 Glossary Terms · 76 FAQs · · Repository

  • Building AI Agents with Python

    Building AI Agents

    Creating intelligent agents with Python and LLMs. Early stage development focused on modern agent architectures.

    5 MicroSims · 27K Words · 45 Glossary Terms · · Repository

  • Clan MacQuarrie

    Clan MacQuarrie

    Educational resources on the history of the Scottish clan system with a focus on Clan MacQuarrie heritage and traditions.

    5 MicroSims · 54K Words · 2 Glossary Terms · · Repository

  • Claude Skills for Intelligent Textbooks

    Claude Skills

    A collection of skills and techniques for building intelligent textbooks using Claude AI. Includes prompts, workflows, and best practices.

    200 Concepts · 17 Chapters · 93 MicroSims · 178K Words · 208 Glossary Terms · 66 FAQs · 140 Quiz Questions · · Repository

  • Clocks and Watches with AI

    Clocks and Watches

    Learn to design and build digital clocks and watches using breadboards, microcontrollers, RTCs, and displays. Many complete sample clocks and watches ready for classroom testing.

    12 MicroSims · 53K Words · 154 Glossary Terms · · Repository

  • Context Graph: How Organizations Use LLMs Cost Effectively

    Context Graph

    An intelligent textbook for enterprise architects, AI/ML practitioners, and technical product managers on building context graphs — enterprise graph structures that get the right organizational knowledge into an LLM's prompt in the fewest tokens. Features 22 chapters, 496 concepts, 47 MicroSims, and Nexus the Spider as the pedagogical mascot.

    496 Concepts · 22 Chapters · 46 MicroSims · 217K Words · 498 Glossary Terms · 85 FAQs · 220 Quiz Questions · 220 References · · Repository

  • Control Systems

    Control Systems

    Upper-division undergraduate course on classical control theory. Covers feedback, Laplace transforms, Bode plots, root locus, Nyquist stability, and PID design with Gyra the balancing robot.

    300 Concepts · 16 Chapters · 6 MicroSims · 1 Story · 144K Words · 297 Glossary Terms · 69 FAQs · 160 Quiz Questions · · Repository

  • Conversational AI

    Conversational AI

    A college-level course on creating chatbots. Covers NLP foundations, semantic search, LLMs, embeddings, and vector databases.

    200 Concepts · 14 Chapters · 8 MicroSims · 122K Words · 200 Glossary Terms · 91 FAQs · 140 Quiz Questions · · Repository

  • Computer Science with Python

    Computer Science with Python

    An interactive, AI-assisted textbook for college credit Computer Science using Python. Features 400 mapped concepts, 20 chapters, and MicroSims to make abstract computing ideas concrete for high school and early college learners.

    400 Concepts · 20 Chapters · 121 MicroSims · 138K Words · 400 Glossary Terms · 45 FAQs · · Repository

  • Cybersecurity: Foundations, Practice, and Professional Responsibility

    Cybersecurity

    An ABET CAC-aligned intelligent textbook covering cryptography, software security, network defense, system hardening, governance, and ethics for undergraduate students of cybersecurity, computer science, and information systems.

    390 Concepts · 16 Chapters · 1 MicroSim · 140K Words · 390 Glossary Terms · 90 FAQs · · Repository

  • Deep Learning with AI

    Deep Learning

    Undergraduate Deep Learning Course with Dr. Sang-Hyun Oh at the University of Minnesota.

    12 MicroSims · 9 Stories · 45K Words · 202 Glossary Terms · · Repository

  • Digital Citizenship: Building Safe, Kind and Balanced Lives Online

    Digital Citizenship

    An interactive intelligent textbook for grades 5-9 on building safe, kind, and balanced lives online, aligned to the ISTE Student Standards.

    265 Concepts · 17 Chapters · 8 MicroSims · 15 Stories · 174K Words · 267 Glossary Terms · 91 FAQs · 170 Quiz Questions · 170 References · · Repository

  • Digital Design With Programmable Logic

    Digital design course focusing on programmable logic devices and FPGAs.

    Repository ·

  • Digital Electronics with AI

    Digital Electronics

    Undergraduate course with MicroSims for learning digital electronics using breadboards, LEDs, buttons, and logic gates (~$50 in parts).

    300 Concepts · 15 Chapters · 8 MicroSims · 143K Words · 297 Glossary Terms · 71 FAQs · 150 Quiz Questions · 75 References · · Repository

  • Digital Transformation 2.0 with Generative AI

    Digital Transformation with AI

    Graduate course (SEIS 666) at University of St. Thomas exploring how generative AI reshapes digital transformation, business models, and workforce dynamics. By Daniel Yarmoluk.

    200 Concepts · 11 Chapters · 34 MicroSims · 92K Words · 47 FAQs · · Repository

  • Economics Course

    Economics Course

    Interactive intelligent textbook on Introduction to Economics for high school students covering microeconomics, macroeconomics, personal finance, and the digital economy.

    206 Concepts · 14 Chapters · 81 MicroSims · 15 Stories · 240K Words · 206 Glossary Terms · 86 FAQs · 140 Quiz Questions · 140 References · · Repository

  • Ecology: Systems Thinking for a Changing Planet

    Ecology

    An interactive intelligent textbook for high school students (grades 9-12) on ecosystems, biodiversity, populations, climate change, and environmental policy, with a focus on systems thinking and scientific literacy.

    380 Concepts · 17 Chapters · 83 MicroSims · 17 Stories · 339K Words · 381 Glossary Terms · 102 FAQs · 170 Quiz Questions · 170 References · · Repository

  • English Language Arts

    English Language Arts

    An interactive intelligent textbook for US high school students (grades 9–12) covering the complete Common Core ELA curriculum: reading literature, informational text, writing, speaking, listening, and language conventions.

    295 Concepts · 17 Chapters · 21 MicroSims · 263K Words · 295 Glossary Terms · 83 FAQs · 170 Quiz Questions · 170 References · · Repository

  • Ethics in Modern Society

    Ethics Course

    Ethical issues backed by critical thinking and data science. Covers harm measurement, impact analysis, and systems thinking.

    250 Concepts · 9 Chapters · 14 MicroSims · 1 Story · 100K Words · 248 Glossary Terms · 49 FAQs · 97 Quiz Questions · · Repository

  • FFT Benchmarking

    FFT Benchmarking

    A collection of resources for learning about Fast Fourier Transforms and benchmarking techniques across platforms.

    200 Concepts · 3 Chapters · 2 MicroSims · 4K Words · 2 Glossary Terms · · Repository

  • Fluid Power Systems

    Fluid Power Systems

    Interactive textbook for technicians working with HVAC, vacuum, compressed air, cooling water, dust collection, hydraulics, pumping, and fan systems. Created with Peter Vinck at Inflow Corporation.

    12 Chapters · 3 MicroSims · 12K Words · 103 Glossary Terms · · Repository

  • Food Science for 9th Grade

    Food Science for 9th Grade

    Year-long intelligent textbook for 9th graders exploring the chemistry, biology, and physics of food through virtual MicroSim labs and hands-on kitchen experiments. Covers 15 chapters from kitchen chemistry to food engineering.

    241 Concepts · 15 Chapters · 31 MicroSims · 12 Stories · 193K Words · 241 Glossary Terms · 89 FAQs · 150 Quiz Questions · 150 References · · Repository

  • Forensic Science

    Forensic Science

    Open-source intelligent textbook for high school students (grades 9–12) covering 19 chapters across six forensic modules — from trace evidence and biological analysis to digital forensics and OSINT. Features a learning graph of 278 concepts, guided by the mascot Trace the Raccoon.

    278 Concepts · 19 Chapters · 38 MicroSims · 12 Stories · 248K Words · 258 Glossary Terms · 70 FAQs · 190 Quiz Questions · 190 References · · Repository

  • GED Science Prep

    GED Science Prep

    Intelligent textbook for GED Science test preparation covering Life Science, Physical Science, and Earth & Space Science. Aligned with the official GED Science Assessment Targets and eight Science Practices.

    12K Words · 7 MicroSims · · Repository

  • Generative AI Architecture Patterns

    GenAI Architecture Patterns

    Helps software architects understand how to use generative AI to create and maintain AI architecture patterns.

    3 MicroSims · 1 Story · 17K Words · 16 Glossary Terms · · Repository

  • Generative AI for Teachers

    Helps teachers understand how to use generative AI to create and maintain AI teaching materials. Many sample prompts.

    19K Words · 100 MicroSims · · Repository

  • Generative AI Strategy

    Helps business leaders understand how to use generative AI to create and maintain their AI business strategy.

    7K Words · 3 MicroSims · · Repository

  • Genetics: Analysis, Genomics, and Modern Inference

    Genetics

    An interactive intelligent textbook for advanced high school and early undergraduate students covering genetic analysis, genomics, and modern inference.

    450 Concepts · 18 Chapters · 58 MicroSims · 114K Words · 450 Glossary Terms · · Repository

  • Graph Algorithms with AI

    Graph Algorithms

    MicroSims to help undergraduate college students learn graph algorithms using various JavaScript libraries.

    17 MicroSims · 32K Words · 84 Glossary Terms · · Repository

  • Graph Data Modeling with AI

    Graph Data Modeling

    MicroSims for graph data modeling. Example models created for a variety of domains using vis.js.

    259 Concepts · 26 Chapters · 5 MicroSims · 35K Words · 156 Glossary Terms · · Repository

  • Graph Learning Management Systems

    Graph LMS

    How graphs are used to build AI learning management systems. Created for startups integrating AI into production LMS.

    6 MicroSims · 25K Words · 80 Glossary Terms · · Repository

  • GraphRAG

    An online course teaching concepts around GraphRAG (Retrieval Augmented Generation with graphs).

    8K Words · 33 Glossary Terms · · Repository

  • Hydroponics: From Mason Jar to Vertical Farm

    Hydroponics: From Mason Jar to Vertical Farm

    An interactive intelligent textbook on hydroponics for advanced high-school and college students, featuring MicroSims that bring plant physiology, nutrient science, and system design to life.

    500 Concepts · 21 Chapters · 30 MicroSims · 192K Words · 500 Glossary Terms · 210 Quiz Questions · 210 References · · Repository

  • Information Systems

    Information Systems

    An ABET CAC-aligned, AI-forward intelligent textbook on Information Systems for college sophomores and juniors — from "what is data?" to "what is an Enterprise Nervous System?"

    580 Concepts · 25 Chapters · 44 MicroSims · 269K Words · 64 Glossary Terms · 111 FAQs · 250 Quiz Questions · 250 References · · Repository

  • Intelligent Textbooks

    Intelligent Textbooks

    Tutorial for building intelligent textbooks using mkdocs-material. Contains detailed tutorials and best practices.

    31 MicroSims · 1 Story · 86K Words · 50 Glossary Terms · · Repository

  • Introduction to 3D Printing

    Introduction to 3D Printing

    An interactive intelligent textbook with MicroSims to teach high-school students about 3D printing, designed to maximize the probability of college credit.

    292 Concepts · 16 Chapters · 46 MicroSims · 169K Words · 292 Glossary Terms · 81 FAQs · 160 Quiz Questions · 160 References · · Repository

  • Introduction to Graph Databases

    Intro to Graph

    Interactive textbook covering graph databases: graph thinking, data modeling, NoSQL, labeled property graphs, and query languages.

    200 Concepts · 13 Chapters · 7 MicroSims · 2 Stories · 125K Words · 198 Glossary Terms · 71 FAQs · 120 Quiz Questions · · Repository

  • Introduction to Microcontrollers with PIC24

    Introduction to microcontrollers using the PIC24 platform for embedded systems education.

    Repository ·

  • Introduction to Operating Systems

    Fundamentals of operating systems including process management, memory, and file systems. Created by University of Minnesota student Benjamin Lepak in 2025 as part of the EE/CD Senior Design project.

    30 Concepts · 10 Chapters · 7 MicroSims · · Repository

  • Introduction to Physics

    Intro to Physics

    Year-long intro physics course covering motion, forces, energy, waves, optics, and electricity with MicroSims.

    200 Concepts · 13 Chapters · 104 MicroSims · 11 Stories · 258K Words · 389 Glossary Terms · 158 FAQs · 123 Quiz Questions · · Repository

  • Introduction to Public Health

    Introduction to Public Health

    Interactive intelligent textbook covering the five CEPH core public health domains — epidemiology, biostatistics, environmental health, health policy, and social and behavioral sciences — with embedded simulations and a systems-thinking focus. Designed for undergraduate and graduate students.

    500 Concepts · 20 Chapters · 59 MicroSims · 157K Words · 200 Quiz Questions · · Repository

  • Inverting the Impossible

    Systematic Thinking for Innovation Radiation

    200 Concepts · 12 Chapters · 12 MicroSims ·

  • Investor Relations

    Executive-level course on AI-powered IR modernization by David Berglund. 15 chapters with full content.

    298 Concepts · 15 Chapters · 5 MicroSims · 141K Words · 293 Glossary Terms · 87 FAQs · 203 Quiz Questions · · Repository

  • IT Management with Graphs

    IT Management with Graphs

    IT management using graph databases. Covers ITIL, configuration management, asset management, and IT operations.

    200 Concepts · 12 Chapters · 65 MicroSims · 142K Words · 200 Glossary Terms · 128 Quiz Questions · · Repository

  • Learning Graphs

    Learning Graphs

    Creation and maintenance of learning graphs. Extensive examples using vis.js for visualization.

    8 MicroSims · 33K Words · 47 Glossary Terms · · Repository

  • Learning Linux

    Learning Linux

    A comprehensive 15-week course teaching high school students Linux fundamentals including command line, file systems, and scripting.

    550 Concepts · 27 Chapters · 14 MicroSims · 139K Words · 541 Glossary Terms · 66 FAQs · 260 Quiz Questions · · Repository

  • Learning MicroPython with AI

    Learning MicroPython

    Helps kids learn MicroPython on microcontrollers using fun low-cost projects. Thousands of monthly users worldwide.

    3 MicroSims · 81K Words · · Repository

  • Learning Sciences for Intelligent Textbook Design

    Learning Sciences

    An intelligent textbook on the Seven Domains of the Learning Sciences — motivation, understanding, retention, application, expertise, measurement, and learning conditions — applied to authoring AI-augmented textbooks for educators and AI researchers.

    230 Concepts · 15 Chapters · 65 MicroSims · 9 Stories · 235K Words · 222 Glossary Terms · 80 FAQs · 150 Quiz Questions · · Repository

  • Linear Algebra for AI and Machine Learning

    Linear Algebra for AI and Machine Learning

    A college-level course bridging abstract linear algebra with real-world AI applications. Covers vectors, matrices, eigenvalues, neural networks, computer vision, and autonomous systems.

    300 Concepts · 15 Chapters · 126 MicroSims · 182K Words · 299 Glossary Terms · 57 FAQs · 150 Quiz Questions · · Repository

  • Machine Learning: Algorithms and Applications

    Machine Learning Textbook

    Comprehensive intelligent textbook on machine learning for college undergraduates. Covers supervised learning, unsupervised learning, neural networks, CNNs, and transfer learning with Python code examples.

    103K Words · 18 MicroSims · 199 Glossary Terms · · Repository

  • Mathematics Functions

    Mathematics Functions

    An interactive intelligent textbook for high school students mastering the unifying theme of functions in mathematics through mathematical models, coordinate geometry, and real-world applications.

    208 Concepts · 13 Chapters · 29 MicroSims · 16 Stories · 143K Words · 208 Glossary Terms · 85 FAQs · 130 Quiz Questions · · Repository

  • McCreary Family Heritage

    McCreary Heritage

    Educational resources for teaching Scottish, Irish, and immigration history with a focus on building critical thinking skills.

    8 MicroSims · 2 Stories · 53K Words · · Repository

  • MicroSim Search

    MicroSim Search

    Client-side faceted search system for educational MicroSims. Crawls GitHub repositories to collect metadata and provides browser-based search with filtering by subject, grade level, Bloom's Taxonomy, and framework.

    200 Concepts · 15 Chapters · 58 MicroSims · 110K Words · 236 Glossary Terms · 54 FAQs · 150 Quiz Questions · · Repository

  • MicroSims

    MicroSims

    Showcase for creating MicroSims using JavaScript and p5.js across diverse subjects.

    242 Concepts · 14 Chapters · 115 MicroSims · 173K Words · 252 Glossary Terms · 71 FAQs · 182 Quiz Questions · · Repository

  • MicroSims for Electrical Engineering

    11 MicroSims created by University of Minnesota EE students using p5.js and prompt engineering.

    12 MicroSims · · Repository

  • Modeling Healthcare Data with Graphs

    Modeling Healthcare Data

    Undergraduate textbook on graph-based healthcare data modeling: patient-centric models, provider operations, clinical workflows.

    200 Concepts · 12 Chapters · 9 MicroSims · 146K Words · 198 Glossary Terms · 63 FAQs · 51 Quiz Questions · · Repository

  • Moss

    Moss

    An interactive intelligent textbook exploring the biology, ecology, design, and sustainability of moss, with simulations and a learning graph for curious learners and naturalists.

    400 Concepts · 20 Chapters · 31 MicroSims · 153K Words · 400 Glossary Terms · 79 FAQs · 200 Quiz Questions · · Repository

  • Moving Rainbow

    Moving Rainbow

    Using colorful addressable LED strips and noodles for hands-on computational thinking projects with MicroPython.

    4 Chapters · 12 MicroSims · 58K Words · 230 Glossary Terms · · Repository

  • Networking and Communication

    Networking and Communication

    An ABET CAC-aligned intelligent textbook covering the foundations of networking and communication — layered architecture, routing, reliable transport, wireless, network security, and modern programmable networks.

    338 Concepts · 16 Chapters · 1 MicroSim · 122K Words · 338 Glossary Terms · 104 FAQs · 50 Quiz Questions · · Repository

  • Neurodiversity Course

    Course on neurodiversity awareness and inclusion strategies.

    Repository ·

  • Organizational Analytics with AI

    Organizational Analytics with AI

    Interactive textbook teaching how to use graph databases, AI, and NLP to unlock hidden insights in HR data including influence, collaboration, sentiment, and organizational health.

    200 Concepts · 15 Chapters · 71 MicroSims · 182K Words · 201 Glossary Terms · 93 FAQs · 150 Quiz Questions · 150 References · · Repository

  • Personal Finance

    Personal Finance

    Helps high school students learn personal finance with MicroSims, infographics, and graphic novel storytelling.

    200 Concepts · 12 Chapters · 17 MicroSims · 1 Story · 120K Words · 358 Glossary Terms · 56 FAQs · 120 Quiz Questions · · Repository

  • Pre-Calculus

    Pre-Calculus

    An interactive intelligent textbook for pre-calculus designed to prepare high school students for advanced math coursework.

    307 Concepts · 23 Chapters · 1 MicroSim · 89K Words · 307 Glossary Terms · · Repository

  • Prompt Engineering Class

    Prompt Engineering

    Hands-on labs covering lists, Mermaid diagrams, markdown tables, p5.js visualizations, and data science applications.

    9K Words · 23 Glossary Terms · · Repository

  • Psychology

    Psychology

    An AP-level intelligent textbook covering biological bases of behavior, sensation and perception, development, social influence, and psychological disorders for high school students preparing for the AP Psychology exam.

    387 Concepts · 16 Chapters · 6 MicroSims · 91K Words · · Repository

  • Reading for Kindergarten

    Reading for Kindergarten

    An intelligent textbook for teaching reading skills to kindergarten students with age-appropriate interactive content.

    195 Concepts · 11 Chapters · 25 MicroSims · 33K Words · 104 Glossary Terms · 66 FAQs · · Repository

  • Robot Day

    Resources for single-day STEM events with hands-on projects leading to understanding collision-avoidance robots.

    26K Words · · Repository

  • Selecting the Right Database

    Selecting the Right Database

    An intelligent textbook for software architects, senior engineers, and database administrators on making real-world database selection decisions using the CMU SEI Architecture Tradeoff Analysis Method (ATAM). Covers six database paradigms, CAP theorem, consensus, distributed scaling, vector search, and LLM embeddings.

    254 Concepts · 16 Chapters · 5 MicroSims · 1 Story · 150K Words · 251 Glossary Terms · · Repository

  • Semiconductor Physics Course

    Semiconductor Physics

    College-level semiconductor physics with interactive simulations including PN Junction visualization.

    600 Concepts · 22 Chapters · 2 MicroSims · 12K Words · 2 Glossary Terms · · Repository

  • Signal Processing

    Signal Processing

    Demonstrates using generative AI to create undergraduate signal processing courses.

    200 Concepts · 15 Chapters · 34 MicroSims · 6 Stories · 138K Words · 141 Glossary Terms · 87 FAQs · 150 Quiz Questions · · Repository

  • Spectrum Analyzer

    Spectrum Analyzer

    Build a spectrum analyzer using Raspberry Pi Pico and a microphone with detailed hardware and software tutorials.

    5 MicroSims · 17K Words · 8 Glossary Terms · · Repository

  • Statistics

    Statistics

    A simulation-filled interactive intelligent statistics textbook designed to help high school students earn college credit, hosted by Sylvia the Squirrel.

    300 Concepts · 19 Chapters · 111 MicroSims · 222K Words · 295 Glossary Terms · 80 FAQs · 190 Quiz Questions · 190 References · · Repository

  • STEM Classroom Administration

    STEM Classroom Admin

    Helps teachers use AI to setup and administer a STEM classroom with a focus on computational thinking and microcontrollers.

    16K Words · 64 Glossary Terms · · Repository

  • STEM Robots

    STEM Robots

    STEM and robotics using the Raspberry Pi RP2040 on low-cost robotics kits for computational thinking.

    5 MicroSims · 28K Words · 46 Glossary Terms · · Repository

  • Systems Thinking in the Age of AI

    Systems Thinking

    Interactive resources for teaching systems thinking from high school to executive level. Multiple course descriptions.

    13 MicroSims · 7 Stories · 120K Words · 41 Glossary Terms · 25 References · · Repository

  • Theory of Knowledge

    Theory of Knowledge

    A free, open-source intelligent textbook for the IB Theory of Knowledge (TOK) course, exploring how knowledge is produced, validated, and communicated through interactive MicroSimulations and a learning graph of 275 interconnected concepts.

    275 Concepts · 16 Chapters · 69 MicroSims · 14 Stories · 232K Words · 275 Glossary Terms · 87 FAQs · · Repository

  • Token Efficiency

    Token Efficiency

    A vendor-pluralistic intelligent textbook on measuring, analyzing, and reducing the cost of generative AI across Anthropic Claude, OpenAI, and Google Gemini for software engineers, ML engineers, and engineering managers.

    475 Concepts · 20 Chapters · 44 MicroSims · 14 Stories · 218K Words · 475 Glossary Terms · 91 FAQs · 200 References · · Repository

  • Tracking AI

    Tracking AI

    Tracking AI progress for strategy consulting in education and knowledge management organizations.

    250 Concepts · 29 MicroSims · 6 Stories · 85K Words · 254 Glossary Terms · · Repository

  • Trigonometric Functions

    Foundational course on relationships between angles and sides in right triangles by Hank Ratzesberger. 200 concepts.

    High School · Bridges algebra and geometry ·

  • Understanding Dementia

    Understanding Dementia

    AI-generated intelligent textbook on dementia and cognitive decline for patients, caregivers, families, and healthcare professionals. Features 200 interconnected concepts in a learning graph. By rtanler.

    200 Concepts · 15 Chapters · 21 MicroSims · 18 Stories · 270K Words · 200 Glossary Terms · 80 FAQs · 151 Quiz Questions · 150 References · · Repository

  • Unicorns and Other Mythical Beasts

    Unicorns and Other Mythical Beasts

    A satirical interactive intelligent textbook about unicorns, mythical beasts, and the AI technologies that will improve them — exploring AI hype, education resistance, and technology fantasies.

    140 Concepts · 19 Chapters · 32 MicroSims · 19 Stories · 259K Words · 145 Glossary Terms · 85 FAQs · 190 Quiz Questions · 190 References · · Repository

  • US Geography

    US Geography

    Interactive intelligent geography for grade school students (3rd-6th grade). Explore all 50 states with clickable maps, zoomable regions, and discovery challenges.

    200 Concepts · 12 Chapters · 33 MicroSims · 70K Words · 200 Glossary Terms · 54 FAQs · 144 Quiz Questions · · Repository

  • U.S. History

    U.S. History

    An interactive intelligent textbook for AP-level U.S. History covering major eras from Colonial America through the present, featuring primary source analysis, historical reasoning skills, and interactive MicroSims for understanding cause and effect across key events.

    450 Concepts · 21 Chapters · 37 MicroSims · 282K Words · 450 Glossary Terms · 83 FAQs · 214 Quiz Questions · 210 References · · Repository

  • US Government

    US Government

    An interactive intelligent textbook aligned with the AP US Government and Politics curriculum for high school students (grades 9–12). Covers constitutional foundations, the three branches, federalism, civil rights, and the impact of AI on democracy.

    200 Concepts · 12 Chapters · 23 MicroSims · 1 Story · 121K Words · 200 Glossary Terms · 87 FAQs · 120 Quiz Questions · 120 References · · Repository

  • xAPI for Intelligent Textbooks

    xAPI for Intelligent Textbooks

    An interactive intelligent textbook on the xAPI (Experience API) standard for software professionals implementing xAPI in Level 3 intelligent textbooks and learning systems. Features 50 MicroSims built with p5.js and vis-network.

    250 Concepts · 14 Chapters · 50 MicroSims · 138K Words · 253 Glossary Terms · 86 FAQs · 140 Quiz Questions · 140 References · · Repository