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SPEAKER 1: Hello, world.

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This is CS50.

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And this is an Introduction
to Artificial Intelligence

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with Python with CS50's own Brian Yu.

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This course picks up where CS50 itself
leaves off and explores the concepts

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and algorithms at the
foundation of modern AI.

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BRIAN YU: We'll start
with a look at how AI

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can search for solutions to
problems, whether those problems are

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learning how to play a
game or trying to find

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driving directions to a destination.

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We'll then look at how AI
can represent information--

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both knowledge that our
AI is certain about,

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but also information and events about
which our AI might be uncertain.

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Learning how to represent
that information,

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but more importantly, how to
use that information to draw

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inferences and new conclusions as well.

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We'll explore how I can solve various
types of optimization problems-- trying

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to maximize profits or minimize cost
or satisfy some other constraints--

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before turning our attention to the
fast-growing field of machine learning,

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where we won't tell our AI
exactly how to solve a problem.

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But instead, give our AI
access to data and experiences

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so that our AI can learn on its
own how to perform these tasks.

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In particular, we'll look
at neural networks, one

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of the most popular tools in modern
machine learning, inspired by the way

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that human brains learn
and reason as well.

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Before finally taking a look at the
world of natural language processing,

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so that it's not just us humans learning
to learn how artificial intelligence is

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able to speak, but also AI learning
how to understand and interpret

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human language as well.

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We'll explore these ideas and
algorithms and, along the way,

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give you the opportunity to
build your own AI programs

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to implement all of this and more.

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This is CS50.