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Crash Course: Artificial Intelligence
How YouTube Knows What You Should Watch #15
Season 1
Episode 15
We’re going to talk about recommender systems which form the backbone of so much of the content we see online from video recommendations on YouTube and Netflix to ads we see on Facebook, Twitter, and everywhere else. We’ll talk about three types of systems - content-based, social, and personalized recommendations - and take a closer look at what they're good at, but also why they often fail.
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12:31
One of the most common ways we interact with computers is through language
11:41
We’re moving on from artificial intelligence that needs training labels.
16:56
John Green Bot wrote his first novel!
12:08
We’re going to talk about backpropagation.
11:29
We're combining the artificial neuron we created into an artificial neural network.
14:57
We’re going to teach John Green Bot how to tell the difference between donuts and bagels.
11:25
What Is Artificial Intelligence?