AI Models
This model makes predictions by finding patterns in previously unseen data.
What is a machine learning model?
This type of AI can only perform specific tasks it was trained for.
What is narrow AI?
The equation of a linear regression model looks like this:
What is y = mx + b?
This is the basic unit or “building block” of a neural network.
What is a neuron?
This is the term for training a model with historical data to predict future outcomes.
What is machine learning?
A model that predicts continuous values, such as prices or temperatures. Think about something you might have learned in Algebra 1.
What is a regression model?
This type of learning involves labeled data during training.
What is supervised learning?
The closer this value is to 1, the better a regression model fits the data.
What is R-squared?
Neural networks consist of layers. The first layer is called the _____ layer.
What is the input layer?
This AI-powered assistant was developed by OpenAI.
What is Chat GPT?
This type of model CLASSIFIES inputs into categories like “spam” or “not spam.” Think about the different models it could be!
What is a classification model?
A type of learning where a model looks for hidden patterns in unlabeled data.
What is unsupervised learning?
This type of regression is used when the output is binary, such as “yes” or “no.”
What is logistic regression?
This part of the network adjusts weights during training to minimize errors.
What is backpropagation?
This AI pioneer co-founded OpenAI and Tesla.
Who is Elon Musk?
This type of model GROUPS similar items without needing labeled data. Think unsupervised learning!
What is a clustering model?
AI systems are often grouped into these three categories based on how they learn: supervised learning, unsupervised learning, and this trial-and-error-based approach.
What is reinforcement learning?
In regression, this term describes the difference between the predicted value and the actual value.
What is loss?
Neural networks were inspired by this biological structure in humans.
What is the brain?
The concept of machines gaining sentience and autonomy is a common fear in this genre of movies.
What is science fiction?
A model learns to make decisions through trial and error by maximizing a reward.
What is a reinforcement learning model?
Use this type of learning when something learns through experience, receiving feedback as rewards or penalties.
What is reinforcement learning?
This type of regression involves predicting a categorical outcome with two possible values, such as success or failure.
What is binary logistic regression?
This advanced type of neural network is commonly used for image recognition.
What is a convolutional neural network (CNN)?
In this board game, IBM’s AI “Deep Blue” famously defeated world champion Garry Kasparov.
What is chess?