Understand the basic concepts of differential geometry
Learn how to visualize geometric objects
Understand how differential geometry is used in machine learning
Manifolds
Curvature
Geodesics
In this section, we will explore what differential geometry is and why it's important. We will also introduce the concept of a manifold and how it can be used to describe the world around us.
In this section, we will learn how to visualize geometric objects using Python. We will also introduce the concept of curvature and how it can be used to describe the shape of objects.
In this section, we will explore how differential geometry is used in machine learning. We will introduce the concept of a geodesic and how it can be used to find the shortest path between two points on a manifold.