Artificial Intelligence for Beginners

Description

Explore the world of Artificial Intelligence (AI) with our 12-week, 24-lesson curriculum! It includes practical lessons, quizzes, and labs. The curriculum is beginner-friendly and covers tools like TensorFlow and PyTorch, as well as ethics in AI.

What you will learn

  1. Different approaches to Artificial Intelligence, including the “good old” symbolic approach with Knowledge Representation and reasoning (GOFAI).
  2. 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.
  3. Neural Architectures for working with images and text. We will cover recent models but may be a bit lacking in the state-of-the-art.
  4. Less popular AI approaches, such as Genetic Algorithms and Multi-Agent Systems.
 

What’s included