microsoft

AI-For-Beginners

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microsoft

12 Weeks, 24 Lessons, AI for All!

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deep-learningartificial-intelligencemachine-learningaicomputer-visionnlpcnnrnnganmicrosoft-for-beginners
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{"name":"MIT License","spdxId":"MIT"}

Project Description

Microsoft Azure cloud advocates are pleased to offer a 12-week, 24-lesson artificial intelligence course. In this course, you will learn: different approaches to artificial intelligence, including the "good old" symbolic methods of knowledge representation and reasoning (GOFAI). Neural networks and deep learning, which are at the core of modern artificial intelligence. We will use code from two of the most popular frameworks - TensorFlow and PyTorch - to illustrate the concepts behind these important topics. Neural architectures for processing images and text. We will introduce the latest models, but may lack some of the most advanced. Less popular artificial intelligence methods, such as genetic algorithms and multi-agent systems.

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