Welcome to the information theory module!

In the following lessons, we will borrow concepts from information theory to introduce new perspectives on both probability and machine learning. We will also learn about decision trees, which are a classic machine-learning technique that makes heavy use of concepts from information theory. These have won many machine-learning competitions and are a workhorse of industry applications.

8.1 Introduction

8.2 Fundamentals of Information Theory

8.3 Decision trees

<aside> ⬅️ 7.5 Outlook

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<aside> ➡️ 8.1 Introduction

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