DownloadCourse planning
Read PDFAIM course syllabus
The illustrated four-page 2025–2026 syllabus: curriculum, learning expectations, projects, and assessment.
2025–2026 · PDFTHE TEACHING LIBRARY
Useful at the
workbench.
Find a lesson, adapt a template, or explore the tools behind the course. Original classroom resources sit alongside clearly labeled archive materials and new teaching outlines.
Download the teacher starter pack (ZIP) ↓18 resources
DownloadCourse planning
Download WordEditable AIM syllabus
Adapt the course structure and expectations to your own classroom.
2025–2026 · DOCXDownloadCourse planning
Download WordDaily engineering notebook
A reusable log for today’s task, notes, summary, questions, and needs.
Classroom template · DOCXDownloadElectronics & coding
Download WordRaspberry Pi software lab
Explore files, the terminal, and Python. The website edition corrects the folder path and updates the year calculation.
50–60 minutes · Groups of 3 · DOCXArchiveElectronics & coding
Download WordArduino musical instrument
An open-ended build using three digital inputs, two analog inputs, a speaker, and another output.
2022–2023 archive · 3 class periods · DOCXDownloadCapstone
Download WordProject milestone review
Document the design, circuit, prototype, technical problems, and next steps. Adapted from the earlier course.
Adapted archive template · DOCXArchiveCapstone
Download WordFinal project rubric
An earlier rubric for design fulfillment, complexity, integration, and documentation. Update the dated deadline and criteria before use.
2017 archive · DOCXArchiveElectronics & coding
Download WordEnvironmental sensor presentation
Connect a pollutant’s sources and impacts to sensor design, software, limitations, and communication.
2018–2019 archive · DOCXTeaching guideAI & TinyML
Read teaching guideTeach a robot to recognize the road
From camera images to collision avoidance.
January–February 2026 classroom sequenceTeaching guideAI & TinyML
Read teaching guideBring TinyML onto the workbench
See, hear, and respond with a small embedded system.
2025–2026 course strandTeaching guideAI & TinyML
Read teaching guideClassify room conditions
Turn sensor readings into a discussion about data and decisions.
Completed course project · adaptable outlineTeaching guideElectronics & coding
Read teaching guideStart with software on the Raspberry Pi
Make the connection between an operating system, files, and a program.
Classroom lesson · 50–60 minutesTeaching guideCapstone
Read teaching guideMake a project worth explaining
A prototype is only part of the story.
March–May 2026 classroom sequenceExternalAI & TinyML
Visit source ↗Fundamentals of TinyML · Harvard
The online course that informed the instructor’s TinyML learning.
Publisher resource · separate terms applyExternalAI & TinyML
Visit source ↗Machine Learning Systems
Vijay Janapa Reddi’s textbook and companion hardware and teaching resources.
Publisher resource · separate terms applyExternalAI & TinyML
Visit source ↗XIAO ESP32S3 · Seeed Studio
Manufacturer documentation for getting started with the board family.
Publisher resource · separate terms applyExternalAI & TinyML
Visit source ↗JetBot · NVIDIA
Platform overview and links for the Jetson Nano robot. Check compatibility with your hardware.
Publisher resource · separate terms applyExternalAI & TinyML
Visit source ↗Google Colab
Browser-based notebooks used in the course’s model-training workflow.
Publisher resource · separate terms applyNo resources match these filters. Try a broader term or choose Reset.