Artificial intelligence and deep learning is the backbone of popular generative models including Chat GPT, AI art generators, and other recommender systems. This course unravels the mystery behind the words artificial intelligence and discusses the mathematical and computational principles that make it possible to build such “intelligent” models. By the end of the course students will have an understanding of the mathematics and computational processes that go into developing artificial neural networks.
Course Curriculum
What does it mean for a machine to learn?
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What does it mean for a machine to learn?
38:17 -
What does it mean for a machine to learn? Readings
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What does it mean for a machine to learn? Quiz
Mathematics for Artificial Intelligence
Artificial Neural Networks
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Description
Artificial intelligence and deep learning is the backbone of popular generative models including Chat GPT, AI art generators, and other recommender systems. This course unravels the mystery behind the words artificial intelligence and discusses the mathematical and computational principles that make it possible to build such “intelligent” models. By the end of the course students will have an understanding of the mathematics and computational processes that go into developing artificial neural networks.