Lesson 1: Intro to App Lab

There are no resources for this lesson.

Lesson 2: Introduction to Machine Learning

• Introduction to Machine Learning - Slides 

• AI: What is Machine Learning? - Video 

• Classifying Fish - Activity Guide 

Lesson 3: Types of Machine Learning

• Types of Machine Learning - Slides 

• Types of Machine Learning - Activity Guide 

Lesson 4: Innovations in AI

• Innovations in AI - Slides 

• Seeing AI - Video

• Innovations in AI - Activity Guide - Activity Guide 

• Innovations in AI Research Areas - Student Resource - Resource 

Lesson 5: Patterns in Data

• Patterns in Data - Slides 

• Shoe Survey - Resource

• Finding Patterns in Data - Video

• Patterns in Data - Activity Guide 

Lesson 6: Classification Models

• Classification Models - Slides 

• Classification Models - Activity Guide 

• Fruit & Veggie Cards - Resource 

Lesson 7: Introduction to AI Lab

• Introduction to AI Lab - Slides 

• Accuracy in AI Lab - Resource

• Introduction to AI Lab - Video

• Selecting Features - Resource

• Training a Model in AI Lab - Activity Guide 

• Training and Testing in AI Lab - Video

• Using Data with Categorical Features - Resource

Lesson 8: Importing Models in App Lab

• Importing Models in App Lab - Slides 

• Events in App Lab - Video

• Importing a Model in App Lab - Resource

• Intro to Design Mode - Video

Lesson 9: Model Cards

• Model Cards - Slides 

• AI: Training Data & Bias - Video

• Model Cards - Activity Guide 

Lesson 10: Saving Models in AI Lab

• Saving Models in AI Lab - Slides 

• Model Cards in AI Lab - Video

• Selecting a Label - Resource

• Zoo Models - Activity Guide 

Lesson 11: Model Cards in App Lab

• Model Cards in App Lab - Slides 

• Printable Model Cards - Resource 

• If-Statements in App Lab - Video

Lesson 12: Numerical Models

• Numerical Models - Slides 

• Numerical Accuracy - Activity Guide 

• Zombie Prediction - Activity Guide 

Lesson 13: Numerical Data in AI Lab

• Numerical Data in AI Lab - Slides 

• Numerical Data in AI Lab - Activity Guide 

• Numerical Data in AI Lab - Video

• Using Data with Numerical Features - Resource

Lesson 14: Customizing Apps

• Customizing Apps - Slides 

Lesson 15: AI Code of Ethics

• AI Code of Ethics - Slides 

• Our AI Code of Ethics [Template] - Slides 

• AI Ethics Research Areas - Activity Guide 

• AI Ethics Research Reflection 

• Ethics & AI: Equal Access and Algorithmic Bias - Video

Lesson 16: Project: Make a Machine Learning App

• Make a Machine Learning App - Slides 

• Create an ML App - Rubric 

• Create an ML App - Project Guide 

Lesson 17: Issue Statements

• Issue Statements - Slides 

• 5 Why's - Activity Guide 

• App Brainstorm - Activity Guide 

Lesson 18: Survey Planning

• Survey Planning - Slides 

• Creating a Survey - Resource

• Creating a Survey in Google Forms - Video

• Survey Planning - Activity Guide 

• Survey Template [Google Form]

Lesson 19: Survey Data in AI Lab

• Survey Data in AI Lab - Slides 

• Cleaning Survey Data - Video

• Isaac's Survey Data - Student Resource

• Kim's Survey Data - Student Resource

• View and Download Survey Data - Video

Lesson 20: Troubleshooting Models

• Troubleshooting Models - Slides 

• Troubleshooting Models - Activity Guide 

Lesson 21: Creating an App

• Creating an App - Slides 

Lesson 22: Project - Design an AI App

• Design an AI App - Slides 

• Exemplar - Design an AI App

• Exemplar - Design an AI App Model Card 

• Exemplar - Design an AI App Project Guide 

• Design an AI App - Rubric 

• Design an AI App - Project Guide 

• Model Card - Digital Template - Resource 

• Model Card - Printable Template - Resource 

• Survey Template [Google Form]

• [Template] 5 Why's - Resource