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Microsoft – Artificial Intelligence for Beginners

Microsoft - Artificial Intelligence for Beginners

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Explore the world of Artificial Intelligence (AI) with Microsoft’s 12-week, 24-lesson curriculum! Dive into Symbolic AI, Neural Networks, Computer Vision, Natural Language Processing, and more. Hands-on lessons, quizzes, and labs enhance your learning. Perfect for beginners, this comprehensive guide, designed by experts, covers TensorFlow, PyTorch, and ethical AI principles. Start your AI journey today!”

In this curriculum, you will learn:

  • Different approaches to Artificial Intelligence, including the “good old” symbolic approach with Knowledge Representation and reasoning (GOFAI).
  • Neural Networks and Deep Learning, which are at the core of modern AI. We will illustrate the concepts behind these important topics using code in two of the most popular frameworks – TensorFlow and PyTorch.
  • Neural Architectures for working with images and text. We will cover recent models but may lack a little bit on the state-of-the-art.
  • Less popular AI approaches, such as Genetic Algorithms and Multi-Agent Systems.

What we will not cover in this curriculum:

For a gentle introduction to AI in the Cloud topics you may consider taking the Get started with artificial intelligence on Azure Learning Path.

Announcement – New Curriculum on Generative AI was just released!

We just released a 12 lesson curriculum on generative AI. Come learn things like:

  • prompting and prompt engineering
  • text and image app generation
  • search apps

As usual, there’s a lesson, assignments to complete, knowledge checks and challenges.

Check it out:

https://aka.ms/genai-beginners

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