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Questions tagged [artificial-intelligence]

Questions related to teaching how to create and work with artificial intelligence. Use this tag to ask about teaching various methods and techniques of artificial intelligence.

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1answer
89 views

What are the essential ideas that students need to know about Artificial Intelligence?

I am my school's new AI Program Architect and I also serve on the national AI4K12.org working group that is writing K12 AI Standards. I would love to ensure that we are broadly including CS educators ...
11
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1answer
1k views

What belongs in a low-math undergraduate AI elective besides ML?

The primarily undergraduate institution at which I teach does not have an Artificial Intelligence course. We do have classes on Data Analysis and Machine Learning: DATA 150: Introduction to Data ...
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1answer
77 views

How to structure a Predictive Keyboard project similar to GBoard

Many are now familiar with GBoard, the Google / Android predictive Keyboard. I don't actually know how it works. Obviously it must gather usage data on the device where it is being used, but it ...
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4answers
4k views

How to give assignments that require heavy computational resources?

For an undergraduate course in AI, there has been an assignment that uses deep learning on neural networks to do image classification. However, many students complained about their (university ...
7
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3answers
178 views

Evaluating resources for teaching myself reinforcement learning

While trying to teach myself the topic of reinforcement learning, I find many sites, books, people and other resources with information about that subject. (I am trying to learn the subject from those ...
4
votes
3answers
166 views

How to teach a flipped course based on the AI MOOC?

I'd like to create a college-level AI course based on the famous AI MOOC created by Peter Norvig and Sebastian Thrun. My reasoning is that I wouldn't be able to create lectures as good as theirs, ...
6
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2answers
143 views

Self guided learning about audio processing

I have student who is attempting an independent study next year in audio processing. Her goals involve detecting the meter of a song. Thus could be done through machine learning, or through other ...
18
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2answers
334 views

How does one create a balanced AI curriculum in light of the popularity of Deep Learning?

During the past decade, interest in machine learning has exploded, especially due to the many and growing successes of deep learning approaches using convolutional and other neural networks. To those ...