Season 1

Crash Course: Artificial Intelligence
Let’s Make a Movie Recommendation System (LAB) #16
We need to save Jabril and John Green Bot’s movie nights.
Let’s Make a Movie Recommendation System (LAB) #16

Crash Course: Artificial Intelligence
How YouTube Knows What You Should Watch #15
We’re going to talk about recommender systems.
How YouTube Knows What You Should Watch #15

Crash Course: Artificial Intelligence
Humans and AI Working Together #14
We’re going to focus on the benefits of humans and AI working together.
Humans and AI Working Together #14

Crash Course: Artificial Intelligence
Let's Make an AI that Destroys Video Games (LAB) #13
We create a game and then build an AI to destroy it.
Let's Make an AI that Destroys Video Games (LAB) #13

Crash Course: Artificial Intelligence
One of the best test spaces for building new AI systems are games.
AI Playing Games #12

Crash Course: Artificial Intelligence
Symbolic AI represents problems using symbols and then uses logic to search for solutions.
Symbolic AI #10

Crash Course: Artificial Intelligence
Make an AI sound like a YouTuber (LAB) #8
Let’s try to help John Green Bot sound a bit more like the real John Green using NLP.
Make an AI sound like a YouTuber (LAB) #8

Crash Course: Artificial Intelligence
Natural Language Processing #7
One of the most common ways we interact with computers is through language
Natural Language Processing #7

Crash Course: Artificial Intelligence
We’re moving on from artificial intelligence that needs training labels.
Unsupervised Learning #6

Crash Course: Artificial Intelligence
How to Make an AI Read Your Handwriting (LAB) #5
John Green Bot wrote his first novel!
How to Make an AI Read Your Handwriting (LAB) #5

Crash Course: Artificial Intelligence
We’re going to talk about backpropagation.
Training Neural Networks #4

Crash Course: Artificial Intelligence
Neural Networks and Deep Learning #3
We're combining the artificial neuron we created into an artificial neural network.
Neural Networks and Deep Learning #3

Crash Course: Artificial Intelligence
We’re going to teach John Green Bot how to tell the difference between donuts and bagels.
Supervised Learning #2

Crash Course: Artificial Intelligence
What Is Artificial Intelligence? #1
What Is Artificial Intelligence?