WorksheetsUnit 7: AI & Machine Learning (lessons 1-6)
Total questions: 27
Worksheet time: 14mins
How computers recognize patterns and make decisions without being explicitly programmed is known as
Machine Learning
Bias
Training
When a decision favors some things and de-prioritizes or excludes others is known as
Machine Learning
Bias
Training
Giving examples to a model so it can learn is known as
Machine Learning
Bias
Training
Which stage of the Design Process are we in when we state the problem we are solving?
Define
Prepare
Try
Reflect
Which stage of the Design Process are we in when we decide what data we want to use?
Define
Prepare
Try
Reflect
Which stage of the Design Process are we in when we train and test a model?
Define
Prepare
Try
Reflect
Which stage of the Design Process are we in when we determine how well the model did and how it an be improved?
Define
Prepare
Try
Reflect
When we are creating an AI model, it is important to examine its impact on society.
True
False
The inputs that a model uses to make decision are known as
Features
Model
Label
The output you are trying to decide or predict with a model is known as a
Features
Model
Label
A computer program designed to make a decision is known as a
Features
Model
Label
Using this model to predict house prices, the number of bedrooms, square footage, and neighborhood are all examples of
features
labels
Using this model to predict house prices, $250,000 is an example of a
feature
label
When a human trains a model to learn with examples it is known as
supervised learning
unsupervised learning
Finding patterns in data that doesn't have any labels is known as
supervised learning
unsupervised learning
In the Green Glass Door App, the Wizard shows us which words are accepted and rejected. In essences, the wizard is training us to figure out the letter patterns of the words that will be accepted. This is an example of,
Supervised Learning
Unsupervised Learning
In the Looking for Patterns number App, we have to move the numbers around in whatever pattern we see. This is an example of,
Supervised Learning
Unsupervised Learning
You see someone playing your favorite song on a piano. After they leave, you sit at the piano and press random notes on the piano until you start to recreate the melody from the song. This is an example of,
Supervised Learning
Unsupervised Learning
You go to a swim coach who helps you learn how to swim in a pool. You watch them demonstrate basic strokes before practicing on your own. This is an example of,
Supervised Learning
Unsupervised Learning
The elders in your family show you how to cook meals from recipes passed down from generation to generation. You read the recipe and watch them cook the meal first before you try making it yourself. This is an example of,
Supervised Learning
Unsupervised Learning
A toddler watches all of the adults in their life walk around the house. Eventually, after a lot of falling and stumbling, they learn to find their balance and start walking. This is an example of,
Supervised Learning
Unsupervised Learning
You know that there are spices in your kitchen, but you’re not sure what to do with them. You add little bits of different spices and taste as you go until you settle on a taste that you like. This is an example of,
Supervised Learning
Unsupervised Learning
You study different vocabulary words for science class by creating flash cards. On one side is the word and the other side is the definition. As you study, you gradually start to memorize the terms. This is an example of,
Supervised Learning
Unsupervised Learning
What is data that can be separated into groups?
Categorical Data
Numerical Data
Classification
Ethics
What is predicting a category based on other features?
Categorical Data
Numerical Data
Classification
Ethics
What is data that can be counted or measured?
Categorical Data
Numerical Data
Classification
Ethics
What are guidelines for good behavior?
Categorical Data
Numerical Data
Classification
Ethics
