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One of the reasons why modern AI methods actually work in the real world - as opposed to most of the earlier good old-fashioned methods in the 1960-1980s - is the ability to deal with uncertainty.

In this course, the following topics will be covered:
Odds and Probability
The Bayes Rule
Naive Bayes Classification
Areas like natural language and image processing have traditionally been sore points of AI. Neural networks and deep learning are being used to achieve significant improvements in these areas.

In this course, the following topics will be covered:
Neural Networks Basics
How Neutral Networks are Built
Advanced Neural Networks Techniques

Official Website: https://www.elementsofai.com